Defense Acquisition Trends

Setup

First we load the data. The dataset used is a U.S. DOD Contracting dataset derived from FPDS.

## Warning: replacing previous import 'Hmisc::src' by 'dplyr::src' when loading
## 'csis360'

## Warning: replacing previous import 'Hmisc::summarize' by 'dplyr::summarize'
## when loading 'csis360'

## 
## Attaching package: 'dplyr'

## The following objects are masked from 'package:stats':
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## New names:
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## Warning in deflate(toa, money_var = "Total_Obligation_Authority", deflator_var
## = "OMB25_GDP23", : Using offline path

## 
##  Applying
##  OMB25_GDP23 
##  in 
##  Lookup_Deflators.csv 
##  from
##  D:\Users\Greg\Repositories\Lookup-Tables\

## Rows: 53 Columns: 27
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr  (1): GDPdeflatorName
## dbl (26): Fiscal_Year, GDPdeflator, GDPdeflator2015, GDPdeflator2016, GDPdef...
## 
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## Warning in deflate(outlay, money_var = "Outlays", deflator_var = "OMB25_GDP23",
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##  OMB25_GDP23 
##  in 
##  Lookup_Deflators.csv 
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##  D:\Users\Greg\Repositories\Lookup-Tables\

## Rows: 53 Columns: 27
## ── Column specification ────────────────────────────────────────────────────────
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## chr  (1): GDPdeflatorName
## dbl (26): Fiscal_Year, GDPdeflator, GDPdeflator2015, GDPdeflator2016, GDPdef...
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

## [1] 2025.4

## [1] 2025.4

Topline

Topline Quarterly

(toplineq<-build_plot(data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2024.1),#rbind(quarterly,q2021,e2021),
                     chart_geom="Bar Chart",
                     x_var="dFYear",alpha_var="YTD",
                     y_var="Action_Obligation_OMB25_GDP23",
           color_var="fiscal_quarter_YTD",
           format = TRUE,
           labels_and_colors = def_lc,
           column_key=def_ck
       )+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nOct–Nov")
       theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning: `summarise_()` was deprecated in dplyr 0.7.0.
## ℹ Please use `summarise()` instead.
## ℹ The deprecated feature was likely used in the csis360 package.
##   Please report the issue to the authors.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## Warning: `group_by_()` was deprecated in dplyr 0.7.0.
## ℹ Please use `group_by()` instead.
## ℹ See vignette('programming') for more help
## ℹ The deprecated feature was likely used in the csis360 package.
##   Please report the issue to the authors.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
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ggsave600dpi(toplineq,file=file.path("..","Output","AcqTrends","toplineq.svg"),  
             width=6.5, height= 3.5, units="in",size=11, lineheight=1.2
             )

ggsave600dpi(toplineq,file=file.path("..","Output","AcqTrends","toplineq.png"),  
             width=6.5, height= 3.5, units="in",size=11, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",
             filename="toplineqr_keynote.svg", toplineq+
               labs(title="DOD Contract Obligations, 2000–2024 Oct-Nov"),
             width=13, height= 5.5, units="in", size=20, lineheight = 0.75
             )

log_plot(plot=toplineq, df=def_data   %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig2_2_fq",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="2-2 FYQ",path="../output/AcqTrends/", height=3.25,
                     startRow=1,startCol=12,format=TRUE,#var_list=c("Source","fiscal_quarter_YTD")
         )

Quarterly Plat Breakout

platform_levels<-levels(factor(def_data$PlatformPortfolio))
for(p in platform_levels){
  file_p<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",p)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&Fiscal_YQ<=2025.2&PlatformPortfolio==p),
                     chart_geom="Bar Chart",
                     x_var="dFYear",alpha_var="YTD",
                     y_var="Action_Obligation_OMB25_GDP23",
           color_var="fiscal_quarter_YTD",
           format = TRUE,
           labels_and_colors = def_lc,
           column_key=def_ck
       )+
      date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nOct–Nov")   theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",title=p)
)
  
  if(!dir.exists(file.path("../output/AcqTrends/Platform",file_p)))
    dir.create(file.path("../output/AcqTrends/Platform",file_p))
  undebug(log_plot)
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&PlatformPortfolio==p),
           filename=paste(file_p,"FYQ",sep="_"),xlsx=paste("DoD",file_p,"Contracts.xlsx",sep="_"),
           sheet="FYQ",path=file.path("../output/AcqTrends/Platform/",file_p), height=3.5,
           startRow=1,startCol=13,format=TRUE,var_list=c("Vehicle.AwardTask","Vehicle.sum7"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

Quarterly Cust Breakout

subcustomer_levels<-levels(factor(def_data$SubCustomer.sum))
for(c in subcustomer_levels){
  file_c<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",c)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&SubCustomer.sum==c& Fiscal_YQ<=2025.2),
                    chart_geom="Bar Chart",
                     x_var="dFYear",alpha_var="YTD",
                     y_var="Action_Obligation_OMB25_GDP23",
           color_var="fiscal_quarter_YTD",
           format = TRUE,
           labels_and_colors = def_lc,
           column_key=def_ck
       )+
      date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nOct–Nov")   theme(legend.position = "right")+
     labs(y="Obligations (Constant 2023 $s)",title=c))
  
  if(!dir.exists(file.path("../output/AcqTrends/Customer",file_c)))
    dir.create(file.path("../output/AcqTrends/Customer",file_c))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&SubCustomer.sum==c),
           filename=paste(file_c,"FYQ",sep="_"),xlsx=paste(file_c,"Contracts.xlsx",sep="_"),
           sheet="FYQ",path=file.path("../output/AcqTrends/Customer/",file_c), height=3.5,
           startRow=1,startCol=13,format=TRUE,var_list=c("Vehicle.AwardTask","Vehicle.sum7"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## fiscal_quarter_YTD not found in labels_and_colors

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## Adding another scale for x, which will replace the existing scale.

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## fiscal_quarter_YTD not found in labels_and_colors

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## Adding another scale for x, which will replace the existing scale.

Topline Competition

def_data %>% group_by(Fiscal_Year) %>% summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23))

## # A tibble: 36 × 2
##    Fiscal_Year Action_Obligation_OMB25_GDP23
##          <dbl>                         <dbl>
##  1        1990                           NA 
##  2        1991                 273827078222.
##  3        1992                 244008864536.
##  4        1993                 234236382896.
##  5        1994                 221558292863.
##  6        1995                 215954062691.
##  7        1996                 216113514484.
##  8        1997                 245974681717.
##  9        1998                 248990707511.
## 10        1999                 268751392549.
## # ℹ 26 more rows

def_data %>% filter(Fiscal_Year==2021) %>% group_by(Competition.sum) %>% summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23))

## # A tibble: 5 × 2
##   Competition.sum Action_Obligation_OMB25_GDP23
##   <fct>                                   <dbl>
## 1 1 Offer                          38764282201.
## 2 2 Offers                         48990106577.
## 3 3+ Offers                       136189851214.
## 4 No Comp.                        207838007193.
## 5 Unlabeled                         1195875362.

(
ToplineCompMulti<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1991&Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.multisum", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # 
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(x="Fiscal Year",
       y="Obligations (Constant 2023 $s)")+
    date_x_year_breaks(1992,2022, by=2)#,partial_year=2024,partial_label="\nOct–Nov")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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(
ToplineComp<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1997&Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.sum", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # 
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(x="Fiscal Year",
       y="Obligations (Constant 2023 $s)")+
    date_x_year_breaks(1998,2022,2)#)#,partial_year=2024,partial_label="\nOct–Nov")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
ToplineCompLine<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1997&Fiscal_YQ<=2025.2),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.sum", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(x="Fiscal Year",
       y="Obligations (Constant 2023 $s)")+
    date_x_year_breaks(1998,2022, by=2)
)

## Warning: `mutate_()` was deprecated in dplyr 0.7.0.
## ℹ Please use `mutate()` instead.
## ℹ See vignette('programming') for more help
## ℹ The deprecated feature was likely used in the csis360 package.
##   Please report the issue to the authors.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

def_data %>% filter(Competition.sum =="Unlabeled" & Fiscal_Year>=2019) %>% group_by(CompetitionClassification)%>%
  summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23))

## # A tibble: 5 × 2
##   CompetitionClassification                  Action_Obligation_OMB25_GDP23
##   <fct>                                                              <dbl>
## 1 Unlabeled: Blank Extent Competed                                 365483.
## 2 Unlabeled: Blank Fair Opportunity                                     0 
## 3 Unlabeled: Competition; Unlabeled Offers                        8664099.
## 4 Unlabeled: Competition; Zero Offers                              -92477.
## 5 Unlabeled: No competition; multiple offers                   8031530479.

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_comp.png", ToplineComp,  
             width=11, height= 5.5, units="in",size=14, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_comp.emf", ToplineComp+theme(legend.position = "right"),  
             width=6.5, height= 3, units="in",size=11, lineheight=1.2
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## family not found in Windows font database

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## family not found in Windows font database

## Warning in grid.Call.graphics(C_rect, x$x, x$y, x$width, x$height,
## resolveHJust(x$just, : semi-transparency is not supported on this device:
## reported only once per page

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_comp_multi.png", ToplineCompMulti,  
             width=11, height= 5.5, units="in",size=14, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_comp_multi.svg", ToplineCompMulti,  
             width=6.5, height= 4, units="in",size=12, lineheight=1.2
             )



ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_comp_multi.emf", ToplineCompMulti+theme(legend.position = "right"),  
             width=6.5, height= 3, units="in",size=11, lineheight=1.2
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## family not found in Windows font database

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## resolveHJust(x$just, : semi-transparency is not supported on this device:
## reported only once per page

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## font family not found in Windows font database

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ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_comp_square.png", ToplineComp,  
             width=6, height= 5, units="in",size=14, lineheight=1.2
             )


log_plot(plot=ToplineComp, df=def_data %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig6_5_competition",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="6-5 Comp",path="../output/AcqTrends/", height=3.5,
                     startRow=1,startCol=12,format=TRUE, excel_formulas = TRUE, excel_share = TRUE,
         include_YTD=FALSE,second_path = online_path#,var_list=c("Vehicle.AwardTask","Vehicle.sum7"),z
         )

Missing Competition

(
UnlabeledComp<-build_plot(
  data=def_data %>% filter(Competition.sum =="Unlabeled"),
  chart_geom = "Bar Chart",
  share = FALSE,
  # labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="CompetitionClassification", #color_var
  facet_var="Vehicle.sum7", #facet_var
  # column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): CompetitionClassification not found in labels_and_colors

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

def_data %>% filter(Competition.sum =="Unlabeled" & Fiscal_Year>=2019) %>% group_by(CompetitionClassification)%>%
  summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23))

## # A tibble: 5 × 2
##   CompetitionClassification                  Action_Obligation_OMB25_GDP23
##   <fct>                                                              <dbl>
## 1 Unlabeled: Blank Extent Competed                                 365483.
## 2 Unlabeled: Blank Fair Opportunity                                     0 
## 3 Unlabeled: Competition; Unlabeled Offers                        8664099.
## 4 Unlabeled: Competition; Zero Offers                              -92477.
## 5 Unlabeled: No competition; multiple offers                   8031530479.

ggsave600dpi(path="..//Output//AcqTrends//",filename="unlabeled_comp.png", UnlabeledComp,  
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )



write.csv(file="..//Output//AcqTrends//unlabeled_competition.csv",row.names = FALSE, na = "",
          UnlabeledComp$data%>% mutate(Fiscal_Year=lubridate::year(dFYear))%>%
            pivot_wider(id_cols=c(CompetitionClassification,Vehicle.sum7),
                        names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23)
          %>% arrange(CompetitionClassification,Vehicle.sum7))

MultiYear Setup

    def_data<-def_data%>% mutate(multiyearcontracttext=factor(multiyearcontract,levels=c("0","1"),
                              labels=c("Not Multi-Year","Multi-Year Contract")))

def_data$multiyearcontracttext[is.na(def_data$multiyearcontract)&
                             def_data$Vehicle %in% c("BOA","BPA","FSS","GWAC","PO","DO") ]<-"Not Multi-Year"
  # "MULTIPLE AWARD IDC"  "SINGLE AWARD IDC"   "Unlabeled IDC"        "DCA"    "DO"   


# def_data %>% group_by(Vehicle) %>%
#   dplyr::summarise(multiyearcontracttext=sum(
#     ifelse(multiyearcontracttext=="Multi-Year Contract",Action_Obligation_OMB25_GDP23,0),na.rm=TRUE))



def_data<-def_data %>% group_by(Fiscal_Year,Vehicle.sum7)%>%
  mutate(pPlatFYear=Action_Obligation_OMB25_GDP23/sum(Action_Obligation_OMB25_GDP23,na.rm=TRUE))

Topline Multi-Year

def_data<-def_data%>% mutate(multiyearcontracttext=factor(multiyearcontract,levels=c("0","1"),
                              labels=c("Not Multi-Year","Multi-Year Contract")))


(
MultiYear<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="multiyearcontract", #color_var
  # facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")+
  date_x_year_breaks(2000,2022,2)#)#,partial_year=2024,partial_label="\nOct–Nov")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): multiyearcontract not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_Multiyear.png", MultiYear, 
             width=11, height= 5.5, units="in",size=14,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_Multiyear.svg", MultiYear+
  labs(y="Obligations\n(Constant 2023 $s)"),#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 2.25, units="in",size=11,lineheight = 1.2
             )


# def_data %>% filter(SubCustomer.sum=="Army", PlatformPortfolio=="Other Products", Fiscal_Year==2021) %>%
#   group_by(AnyMultiyearText,Competition.multisum) %>% summarise(
#     COVID19obligated=sum(COVID19obligated,na.rm=TRUE),
#     Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23),
#     Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year),
#     
#   )

Topline Vehicle

def_data %>% filter(Vehicle=="Unlabeled Indefinite Delivery Contract (IDC)" ) %>% group_by(ClassifyNumberOfOffers,No.Competition.sum)%>%
  summarise(n=length(Vehicle))

## `summarise()` has grouped output by 'ClassifyNumberOfOffers'. You can override
## using the `.groups` argument.

## # A tibble: 0 × 3
## # Groups:   ClassifyNumberOfOffers [0]
## # ℹ 3 variables: ClassifyNumberOfOffers <fct>, No.Competition.sum <fct>,
## #   n <int>

(
ToplineVehicle7<-build_plot(
  data=def_data %>% filter(!is.na(Vehicle.AwardTask)),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Vehicle.sum7", #color_var
  facet_var="Vehicle.AwardTask", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Note: Unlabeled not shown. Source: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
ToplineVehicle<-build_plot(
  data=def_data %>% filter(!is.na(Vehicle.AwardTask)),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Vehicle.sum", #color_var
  facet_var="Vehicle.AwardTask", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Note: Unlabeled not shown. Source: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vehicle7.png", ToplineVehicle7, 
             width=13, height= 4.5, units="in",size=11
             )

write.csv(file="..//Output//AcqTrends//topline_vehicle7.csv",row.names = FALSE, na = "",
          ToplineVehicle7$data%>% 
            mutate(Fiscal_Year=lubridate::year(dFYear),
                   bAction_Obligation_OMB25_GDP23=Action_Obligation_OMB25_GDP23/1000000000)%>%
            pivot_wider(id_cols=c(Vehicle.sum7,Vehicle.AwardTask),
                        names_from=Fiscal_Year,values_from=bAction_Obligation_OMB25_GDP23)%>%
            arrange(Vehicle.sum7,Vehicle.AwardTask))


ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vehicle.png", ToplineVehicle, 
             width=13, height= 4.5, units="in",size=11
             )

write.csv(file="..//Output//AcqTrends//topline_vehicle.csv",row.names = FALSE, na = "",
          ToplineVehicle$data%>% mutate(Fiscal_Year=lubridate::year(dFYear),
                                       bAction_Obligation_OMB25_GDP23=Action_Obligation_OMB25_GDP23/1000000000)%>%
            pivot_wider(id_cols=c(Vehicle.sum,Vehicle.AwardTask),
                        names_from=Fiscal_Year,values_from=bAction_Obligation_OMB25_GDP23)%>%
            arrange(Vehicle.sum,Vehicle.AwardTask))

log_plot(plot=ToplineVehicle7, df=def_data %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig4_X_vehicle",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="4-X Veh",path="../output/AcqTrends/", height=4,
                     startRow=1,startCol=14,format=TRUE,
         var_list=c("Vehicle.AwardTask","Vehicle.sum7"))

Vehicle Transactions

def_data %>% filter(Vehicle=="Unlabeled Indefinite Delivery Contract (IDC)" ) %>% group_by(ClassifyNumberOfOffers,No.Competition.sum)%>%
  summarise(n=length(Vehicle))

## `summarise()` has grouped output by 'ClassifyNumberOfOffers'. You can override
## using the `.groups` argument.

## # A tibble: 0 × 3
## # Groups:   ClassifyNumberOfOffers [0]
## # ℹ 3 variables: ClassifyNumberOfOffers <fct>, No.Competition.sum <fct>,
## #   n <int>

(
ToplineVehicle7<-build_plot(
  data=def_data %>% filter(!is.na(Vehicle.AwardTask)&Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="transactioncount", #VAR.y.variable
  color_var="Vehicle.sum7", #color_var
  facet_var="Vehicle.AwardTask", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="umber of Transaction",
       caption="Note: Unlabeled not shown. Source: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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(
SingleAward<-build_plot(
  data=def_data %>% filter(!is.na(Vehicle.AwardTask)&Fiscal_YQ<=2025.2&
                             Vehicle.sum7=="Single-Awd." & SubCustomer.JPO=="DLA"&
                             SimpleArea=="Products (All)"&
                             ProductServiceOrRnDarea %in% 
                             c("Clothing & Subsistence" ,"Fuels","Other")
                             ),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="transactioncount", #VAR.y.variable
  color_var="ProductServiceOrRnDarea", #color_var
  facet_var="ProductServiceOrRnDarea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Number of Transactions",
       caption="Note: Unlabeled not shown. Source: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

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ggsave600dpi(path="..//Output//AcqTrends//",filename="dla_select_singleaward_transactions.png", SingleAward, 
             width=13, height= 4.5, units="in",size=11
             )



(
ToplineVehicle<-build_plot(
  data=def_data %>% filter(!is.na(Vehicle.AwardTask)),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="transactioncount", #VAR.y.variable
  color_var="Vehicle.sum", #color_var
  facet_var="Vehicle.AwardTask", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="umber of Transaction",
       caption="Note: Unlabeled not shown. Source: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vehicle7_transactions.png", ToplineVehicle7, 
             width=13, height= 4.5, units="in",size=11
             )


ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vehicle_transactions.png", ToplineVehicle, 
             width=13, height= 4.5, units="in",size=11
             )

Vehicle Plat Breakout

platform_levels<-levels(factor(def_data$PlatformPortfolio))
for(p in platform_levels){
  file_p<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",p)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&Fiscal_YQ<=2025.2&PlatformPortfolio==p),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Vehicle.sum7", #color_var
  facet_var="Vehicle.AwardTask", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  theme(legend.position = "right")+
    labs(y="Obligations (Constant 2023 $s)",title=p))

  if(!dir.exists(file.path("../output/AcqTrends/Platform",file_p)))
    dir.create(file.path("../output/AcqTrends/Platform",file_p))
  undebug(log_plot)
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&PlatformPortfolio==p),
           filename=paste(file_p,"vehicle",sep="_"),xlsx=paste("DoD",file_p,"Contracts.xlsx",sep="_"),
           sheet="Veh",path=file.path("../output/AcqTrends/Platform/",file_p), height=3.5,
           startRow=1,startCol=14,format=TRUE,var_list=c("Vehicle.AwardTask","Vehicle.sum7"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

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## Warning in undebug(log_plot): argument is not being debugged

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## Warning in undebug(log_plot): argument is not being debugged

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## Warning in undebug(log_plot): argument is not being debugged

Vehicle Cust Breakout

subcustomer_levels<-levels(factor(def_data$SubCustomer.sum))
for(c in subcustomer_levels){
  file_c<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",c)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&SubCustomer.sum==c& Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Vehicle.sum7", #color_var
  facet_var="Vehicle.AwardTask", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  theme(legend.position = "right")+
    labs(y="Obligations (Constant 2023 $s)",title=c))
  
  if(!dir.exists(file.path("../output/AcqTrends/Customer",file_c)))
    dir.create(file.path("../output/AcqTrends/Customer",file_c))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&SubCustomer.sum==c),
           filename=paste(file_c,"vehicle",sep="_"),xlsx=paste(file_c,"Contracts.xlsx",sep="_"),
           sheet="Veh",path=file.path("../output/AcqTrends/Customer/",file_c), height=3.5,
           startRow=1,startCol=14,format=TRUE,var_list=c("Vehicle.AwardTask","Vehicle.sum7"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
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## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
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## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

Vehicle Cost

(
CAS<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2001 & Fiscal_YQ<=2025.2) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="costaccountingstandardsclause", #color_var
  facet_var="Vehicle.sum7", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2022 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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Vehicle Multi-Year

def_data %>% group_by(Vehicle,multiyearcontracttext) %>%
  dplyr::summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23,na.rm=TRUE))

## `summarise()` has grouped output by 'Vehicle'. You can override using the
## `.groups` argument.

## # A tibble: 11 × 3
## # Groups:   Vehicle [11]
##    Vehicle            multiyearcontracttext Action_Obligation_OMB25_GDP23
##    <fct>              <fct>                                         <dbl>
##  1 BOA                <NA>                                        1.91e11
##  2 BPA                <NA>                                        5.90e10
##  3 DCA                <NA>                                        5.07e12
##  4 DO                 <NA>                                        6.99e 8
##  5 FSS                <NA>                                        2.48e11
##  6 GWAC               <NA>                                        7.36e10
##  7 MULTIPLE AWARD IDC <NA>                                        1.34e12
##  8 PO                 <NA>                                        2.80e11
##  9 SINGLE AWARD IDC   <NA>                                        3.34e12
## 10 Unlabeled IDC      <NA>                                        4.15e 9
## 11 <NA>               <NA>                                        2.25e12

    def_data<-def_data%>% mutate(multiyearcontracttext=factor(multiyearcontract,levels=c("0","1"),
                              labels=c("Not Multi-Year","Multi-Year Contract")))

def_data<-def_data %>% group_by(Fiscal_Year,Vehicle.sum7)%>%
  mutate(pVehFYear=Action_Obligation_OMB25_GDP23/sum(Action_Obligation_OMB25_GDP23,na.rm=TRUE))

levels(factor(def_data$Vehicle))

##  [1] "BOA"                "BPA"                "DCA"               
##  [4] "DO"                 "FSS"                "GWAC"              
##  [7] "MULTIPLE AWARD IDC" "PO"                 "SINGLE AWARD IDC"  
## [10] "Unlabeled IDC"

(
VehicleMultiYear<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="multiyearcontracttext", #color_var
  facet_var="Vehicle",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): multiyearcontracttext not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning: Removed 19 rows containing missing values (`position_stack()`).

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## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
VehicleMultiYearShare<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Vehicle.sum7!="Unlabeled"&
                             (is.na(multiyearcontract)|multiyearcontract==1)),
  chart_geom = "Line Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="pVehFYear", #VAR.y.variable
  color_var="multiyearcontracttext", #color_var
  facet_var="Vehicle.sum7",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Share of Obligations")+
    scale_y_continuous(labels = scales::percent)
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): multiyearcontracttext not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="Vehicle_MultiYear.png", VehicleMultiYear,  
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )

## Warning: Removed 19 rows containing missing values (`position_stack()`).

ggsave600dpi(path="..//Output//AcqTrends//",filename="Vehicle_MultiYearShare.png", VehicleMultiYearShare,  
             width=6.5, height= 4, units="in",size=12, lineheight=1.2
             )

# write.csv(file="..//Output//AcqTrends//VehicleMultiYearShare.csv",row.names = FALSE, na = "",
#   pivot_wider(VehicleMultiYearShare$data %>% 
#                         arrange(dFYear) %>% mutate(Fiscal_Year=lubridate::year(dFYear)),
#                       id_cols=c(Vehicle.sum7,multiyearcontracttext),
#                       names_from=Fiscal_Year,values_from=pPlatFYear)%>%
#   arrange(Vehicle.sum7,multiyearcontracttext))
#   

Topline Pricing

def_data$PricingUCA.sumlong<-def_data$PricingUCA.sum
levels(def_data$PricingUCA.sumlong)<-list("Firm Fixed-Price"="FFP",
                                           "Less Common"="Less Common",
                                           "Incentive"="Incentive",
                                           "Other Cost-Based"="Other CB",
                                           "Undefinitized\nContract Award"="UCA",
                                           "Unclear"="Unclear"   )
(
ToplinePricing<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA", #color_var
  facet_var="PricingUCA.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  alpha_var="YTD",
)+date_x_year_breaks(2000,2023,7)+#,partial_year=2024,partial_label="\nQ1")
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+facet_wrap(~PricingUCA.sum,nrow=1)+
  labs(y="Obligations\n(Constant 2023 $s)",
       title="DOD Contract Obligations by Pricing Mechanism, FY 2000–FY 2025 Q2",
       caption="Note: CB=Cost-Based, FFP=Firm Fixed Price, FP=Fixed-Price, FPLOE=Fixed-Price Level-of-Effort,\nLH=Labor Hours,T&M=Time & Materials, UCA=Undefinitized Contract Award\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_pricing.png", ToplinePricing,  
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )


log_plot(plot=ToplinePricing+theme(plot.margin = margin(t=0,r=0.25,b=0.1,l=0.1,"inches")), df=def_data  %>% filter(Fiscal_YQ<=2025.2),
                     filename="aila_fig54_pricing",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="4-1 Price",path="../output/AcqTrends/", height=3.5,second_path=online_path,
         output_slide_png = TRUE,
                     format=TRUE,var_list=c("PricingUCA.sum","PricingUCA"),
         excel_formula=TRUE, excel_y_var = TRUE
         )

Pricing UCA

(
ToplinePricing<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", alpha_var = "YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA", #color_var
  facet_var="PricingUCA.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2023,6,partial_year=2025,partial_label="\nQ1-Q2")+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+facet_wrap(~PricingUCA.sum,nrow=1)+
  labs(y="Obligations\n(Constant 2023 $s)",
       title="DOD Contract Obligations by Pricing Mechanism, FY 2000–FY 2025 Q2",
       caption="Note: CB=Cost-Based, FFP=Firm Fixed Price, FP=Fixed-Price, FPLOE=Fixed-Price Level-of-Effort,\nLH=Labor Hours,T&M=Time & Materials, UCA=Undefinitized Contract Award\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

  ggsave600dpi(path="..//Output//AcqTrends//",filename="Topline_PricingUCA.png", ToplinePricing,  
               width=6.5, height= 3, units="in",size=12, lineheight=1.2
               )
  
  
  ggsave600dpi(path="..//Output//AcqTrends//",filename="Topline_PricingUCA.svg", ToplinePricing,  
               width=12, height= 5.5, units="in",size=, lineheight=1.2
               )



(
ToplinePricingLine<-build_plot(
  data=def_data %>% filter(Fiscal_YQ <= 2025.2 & Fiscal_Year>=2000),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA.sum", #color_var
  # facet_var="PricingUCA.sumlong", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+#+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right",
        plot.caption = element_text(hjust = 0,face="plain"))+
    date_x_year_breaks(2000,2023,5,partial_year=2025,partial_label="\nQ1-Q2")+
    # xlim(c(as.Date("1979-01-01"), as.Date("2023-12-30")))+
    # coord_cartesian(xlim = c(as.Date("1980-01-01"), as.Date("2022-01-01"))
  labs(y="Share of Obligations",caption="Source: Federal Procurement Data System (FPDS) and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

  ggsave600dpi(path="..//Output//AcqTrends//",filename="Topline_PricingUCA_Share.png", ToplinePricingLine,  
               width=6.5, height= 3, units="in",size=12, lineheight=1.2
               )
  
  
  ggsave600dpi(path="..//Output//AcqTrends//",filename="Topline_PricingUCA_Share.svg", ToplinePricingLine,  
               width=12, height= 5.5, units="in",size=, lineheight=1.2
               )

log_plot(plot=ToplinePricing, df=def_data  %>% filter(Fiscal_YQ<=2025.2 & Fiscal_Year>=2000), 
                     filename="acq_fig8_2_pricing_uca",xlsx="DoD_2025_NPS.xlsx",
                     sheet="8-2 PriceUCA",path="../output/AcqTrends/NPS2025/", height=3.5,
                     format=TRUE,#,var_list=c("PricingInflation",
         excel_y_var =TRUE,
         excel_share =TRUE,
         output_slide_png=TRUE
         )

Pricing R&D UCA History

(
RnDPricing<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_Year<2025 & SimpleArea=="R&D") ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA", #color_var
  facet_var="PricingUCA.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  alpha_var="YTD",
)+date_x_year_breaks(2000,2023,6,partial_year=2025,partial_label="\nQ1-Q2")+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+facet_wrap(~PricingUCA.sum,nrow=1)+
  labs(y="Obligations\n(Constant 2023 $s)",
       title="DOD R&D Contract Obligations by Pricing Mechanism, FY 2000–FY 2025 Q2",
       caption="Note: CB=Cost-Based, FFP=Firm Fixed Price, FP=Fixed-Price, FPLOE=Fixed-Price Level-of-Effort,\nLH=Labor Hours,T&M=Time & Materials, UCA=Undefinitized Contract Award\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

  ggsave600dpi(path="..//Output//AcqTrends//",filename="RnD_PricingUCA.png", RnDPricing,  
               width=6.5, height= 3, units="in",size=12, lineheight=1.2
               )
  
  
  ggsave600dpi(path="..//Output//AcqTrends//",filename="RnD_PricingUCA.svg", RnDPricing,  
               width=12, height= 5.5, units="in",size=, lineheight=1.2
               )



(
RnDpricingHistory<-build_plot(
  data=def_data %>% filter(Fiscal_Year < 2025 & Fiscal_Year>=2000 & SimpleArea=="R&D"),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA.sum", #color_var
  # facet_var="PricingUCA.sumlong", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+#+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right",
        plot.caption = element_text(hjust = 0,face="plain"))+
    date_x_year_breaks(2000,2023,6,partial_year=2025,partial_label="\nQ1-Q2")+
    # xlim(c(as.Date("1979-01-01"), as.Date("2023-12-30")))+
    # coord_cartesian(xlim = c(as.Date("1980-01-01"), as.Date("2022-01-01"))
  labs(y="Share of Obligations",caption="Source: Federal Procurement Data System (FPDS) and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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  ggsave600dpi(path="..//Output//AcqTrends//",filename="RnD_PricingUCA_Share.png", RnDpricingHistory,  
               width=6.5, height= 3, units="in",size=12, lineheight=1.2
               )
  
  
  ggsave600dpi(path="..//Output//AcqTrends//",filename="RnD_PricingUCA_Share.svg", RnDpricingHistory,  
               width=12, height= 5.5, units="in",size=, lineheight=1.2
               )

log_plot(plot=RnDpricingHistory, df=def_data  %>% filter(Fiscal_Year<2025&Fiscal_Year>=2000 & SimpleArea=="R&D"),
                     filename="acq_fig8_2_pricing_uca",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="8-2 RnD PriceUCA",path="../output/AcqTrends/", height=3.5,
                     format=TRUE,var_list=c("PricingUCA.sum"),
         excel_y_var =TRUE,
         excel_share =TRUE
         )

Pricing Inflation

(
PricingHistory<-build_plot(
  data=def_data %>% filter(Fiscal_Year < 2025),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingInflation", #color_var
  # facet_var="PricingUCA.sumlong", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+#+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right",
        plot.caption = element_text(hjust = 0,face="plain"))+
    date_x_year_breaks(1980,2022,5)+#,partial_year=2024,partial_label="\nQ1")
    # xlim(c(as.Date("1979-01-01"), as.Date("2023-12-30")))+
    # coord_cartesian(xlim = c(as.Date("1980-01-01"), as.Date("2022-01-01"))
  labs(y="Share of Obligations",caption="Source: Federal Procurement Data System (FPDS) and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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  ggsave600dpi(path="..//Output//AcqTrends//",filename="Topline_Pricing_History.png", PricingHistory,  
               width=6.5, height= 3, units="in",size=12, lineheight=1.2
               )
  
  
  ggsave600dpi(path="..//Output//AcqTrends//",filename="Topline_Pricing_History.svg", PricingHistory,  
               width=12, height= 5.5, units="in",size=, lineheight=1.2
               )

log_plot(plot=PricingHistory, df=def_data  %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig8_2_pricing_history",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="8-2 PriceHist",path="../output/AcqTrends/", height=3.5,
                     format=TRUE,var_list=c("PricingInflation")
         )

Pricing Plat Breakout

platform_levels<-levels(factor(def_data$PlatformPortfolio))
for(p in platform_levels){
  file_p<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",p)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&Fiscal_YQ<=2025.2&PlatformPortfolio==p),
    chart_geom = "Bar Chart",
    share = FALSE,
    labels_and_colors=def_lc,
    # NA, #VAR.ncol
    x_var="dFYear", #x_var
    y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
    color_var="PricingUCA", #color_var
    facet_var="PricingUCA.sumlong", #facet_var
    column_key=def_ck,
    format=TRUE,
    ytextposition=FALSE,
    alpha_var="YTD",
  )+date_x_year_breaks(2000,2023,6)+#,partial_year=2024,partial_label="\nQ1")
    theme(legend.position = "right")+
    labs(y="Obligations (Constant 2023 $s)",title=p))

  if(!dir.exists(file.path("../output/AcqTrends/Platform",file_p)))
    dir.create(file.path("../output/AcqTrends/Platform",file_p))
  undebug(log_plot)
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&PlatformPortfolio==p),
           filename=paste(file_p,"pricing",sep="_"),xlsx=paste("DoD",file_p,"Contracts.xlsx",sep="_"),
           sheet="Price",path=file.path("../output/AcqTrends/Platform/",file_p), height=3.5,
           startRow=1,startCol=14,format=TRUE,var_list=c("PricingUCA.sumlong","PricingUCA"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

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## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

## Warning in undebug(log_plot): facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in undebug(log_plot): argument is not being debugged

Pricing Cust Breakout

subcustomer_levels<-levels(factor(def_data$SubCustomer.sum))
for(c in subcustomer_levels){
  file_c<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",c)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&SubCustomer.sum==c& Fiscal_YQ<=2025.2),
    chart_geom = "Bar Chart",
    share = FALSE,
    labels_and_colors=def_lc,
    # NA, #VAR.ncol
    x_var="dFYear", #x_var
    y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
    color_var="PricingUCA", #color_var
    facet_var="PricingUCA.sumlong", #facet_var
    column_key=def_ck,
    format=TRUE,
    ytextposition=FALSE,
    alpha_var="YTD",
  )+date_x_year_breaks(2000,2023,6)+#,partial_year=2024,partial_label="\nQ1")
    theme(legend.position = "right")+
    labs(y="Obligations (Constant 2023 $s)",title=c))
  
  if(!dir.exists(file.path("../output/AcqTrends/Customer",file_c)))
    dir.create(file.path("../output/AcqTrends/Customer",file_c))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&SubCustomer.sum==c),
           filename=paste(file_c,"pricing",sep="_"),xlsx=paste(file_c,"Contracts.xlsx",sep="_"),
           sheet="Price",path=file.path("../output/AcqTrends/Customer/",file_c), height=3.5,
           startRow=1,startCol=14,format=TRUE,var_list=c("PricingUCA.sumlong","PricingUCA"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

Topline Commercial

def_data$AnyCommercialText<-factor(def_data$AnyCommercial)
levels(def_data$AnyCommercialText)<-list(
  "Not Classified\nas Commercial"="N",
  "Non-development\nor Commercial Similar"= "NonDev",
  "Any Commercial\nClassification"="Y"
  
)

(
Commercial<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="AnyCommercialText", #color_var
  # facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")+
  date_x_year_breaks(2000,2022,2)#)#,partial_year=2024,partial_label="\nOct–Nov")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): AnyCommercialText not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## family not found in Windows font database

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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_commercial.png", Commercial, 
             width=11, height= 5.5, units="in",size=14,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_commercial.svg", Commercial+
  labs(y="Obligations\n(Constant 2023 $s)"),#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 2.25, units="in",size=11,lineheight = 1.2
             )


log_plot(plot=Commercial+labs(y="Obligations\n(Constant 2023 $s)"), df=def_data %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig5_4_commercial",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="5-4 Comm",path="../output/AcqTrends/", height=2.5,
                     startRow=1,startCol=12,format=TRUE,#var_list=c("SimpleArea","Competition.multisum")
         )


def_data %>% filter(SubCustomer.sum=="Army", PlatformPortfolio=="Other Products", Fiscal_Year==2021) %>%
  group_by(AnyCommercialText,Competition.multisum) %>% summarise(
    COVID19obligated=sum(COVID19obligated,na.rm=TRUE),
    Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23),
    Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year),
    
  )

## `summarise()` has grouped output by 'AnyCommercialText'. You can override using
## the `.groups` argument.

## # A tibble: 8 × 5
## # Groups:   AnyCommercialText [2]
##   AnyCommercialText Competition.multisum COVID19obligated Action_Obligation_OM…¹
##   <fct>             <fct>                           <dbl>                  <dbl>
## 1 "Not Classified\… 1 Offer                     43995623.             217636770.
## 2 "Not Classified\… 2+ Offers                  162555248.             446728091.
## 3 "Not Classified\… No Comp.                   178832196.             212262078.
## 4 "Not Classified\… Unlabeled                          0               18958467.
## 5 "Any Commercial\… 1 Offer                     26508957.            2063224403.
## 6 "Any Commercial\… 2+ Offers                 2951520611.             754728237.
## 7 "Any Commercial\… No Comp.                 36807644564.           31346918506.
## 8 "Any Commercial\… Unlabeled                          0                9702979.
## # ℹ abbreviated name: ¹​Action_Obligation_OMB25_GDP23
## # ℹ 1 more variable: Action_Obligation_Then_Year <dbl>

Topline Duration

def_data$CurrentDurationIsYear<-factor(def_data$CurrentDurationCategory)
levels(def_data$CurrentDurationIsYear)<-list(
   "<=1 year" =c("<=2 Months", ">2-7 Months"  ,">7-12 Months"),
   ">1 year"=c(">1-2 Years",   ">2-4 Years",  ">4 years")
)
def_data$UnmodifiedUltimateDurationIsYear<-factor(def_data$UnmodifiedUltimateDurationCategory)
levels(def_data$UnmodifiedUltimateDurationIsYear)<-list(
   "<=1 year" =c("<=2 Months", ">2-7 Months"  ,">7-12 Months"),
   ">1 year"=c(">1-2 Years",   ">2-4 Years",  ">4 years")
)

(
CurDuration<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="CurrentDurationCategory", #color_var
  # facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Share of Obligations")+
     date_x_year_breaks(2007,2023,2)#)#,partial_year=2024,partial_label="\nOct–Nov")

)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
UnmDuration<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="UnmodifiedUltimateDurationCategory", #color_var
  # facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Share of Obligations",
       title="Market Share of DOD Contracts by Initial Award\nor Task Order Ultimate Duration, FY 2007-FY 2023")+
      date_x_year_breaks(2007,2023,2)#)#,partial_year=2024,partial_label="\nOct–Nov")

)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_CurDuration.png", CurDuration, 
             width=11, height= 5.5, units="in",size=14,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_CurDuration.svg", CurDuration,#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 3, units="in",size=11,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_UnmDuration.png", UnmDuration,#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 3, units="in",size=11,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_UnmDuration.svg", UnmDuration,#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 3, units="in",size=11,lineheight = 1.2
             )

write.csv(file="..//Output//AcqTrends//then_year_csv//topline_CurDuration_current.csv",row.names = FALSE, na = "",
          def_data %>% group_by(CurrentDurationCategory,Fiscal_Year)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
            arrange(Fiscal_Year)%>%
          pivot_wider(id_cols=c(CurrentDurationCategory),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(CurrentDurationCategory))

## `summarise()` has grouped output by 'CurrentDurationCategory'. You can override
## using the `.groups` argument.

log_plot(plot=UnmDuration, df=def_data  %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig8_3_UmdDuration",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="8-3 Dur",path="../output/AcqTrends/", height=3.5,
                     startRow=1,startCol=12,format=TRUE,
         output_slide_png = TRUE, suppress_doc_svg_text = "title"
         #,var_list=c("PricingInflation"),
         )


log_plot(plot=UnmDuration, df=def_data  %>% filter(Fiscal_YQ<=2025.2),
                     filename="nps_fig06_UmdDuration",xlsx="DoD_2025_NPS.xlsx",
                     sheet="9 Dur",path="../output/AcqTrends/NPS2025/",second_path=online_path,
         height=2.75,include_YTD=FALSE,suppress_doc_svg_text = "title",output_slide_png=TRUE,
                     startRow=1,format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE
         )

GFE Setup

def_data$gfe_gfp_value<-factor(def_data$gfe_gfp_code)
levels(def_data$gfe_gfp_value)<-list(
   "No Government Furnished"="N",
  "Transaction uses\nGovernment Furnished\nEquipment or Property"="Y"
 
)

GFE Competition

summary(def_data$gfe_gfp_code)

##               N       Y    NA's 
##     721 5602313  498746  121668

(
GFEcomp<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="No.Competition.sum", #color_var
  facet_var="gfe_gfp_value", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")+
    scale_x_date(breaks=as.Date(c(paste(seq(2000,2021,3),"-01-01",sep=""))),
                                                   date_labels="'%y")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="comp_GFE.png", GFEcomp, 
             width=12, height= 6, units="in",size=12,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="comp_GFE.svg", GFEcomp, 
             width=6.5, height= 4.5, units="in",size=11,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="comp_GFE.emf", GFEcomp, 
             width=6.5, height= 4.5, units="in",size=11,lineheight = 1.2
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_rect, x$x, x$y, x$width, x$height,
## resolveHJust(x$just, : semi-transparency is not supported on this device:
## reported only once per page

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

# write.csv(file="..//Output//AcqTrends//platform_GFE.csv",row.names = FALSE, na = "",
#           pivot_wider(GFEplat$data,id_cols=c(PlatformPortfolio,gfe_gfp_value),
#                       names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23))

write.csv(file="..//Output//AcqTrends//platform_GFE_current.csv",row.names = FALSE, na = "",
          def_data %>% group_by(PlatformPortfolio,gfe_gfp_value,Fiscal_Year)%>%
            filter(Fiscal_Year>=2004 & Fiscal_YQ<=2025.2)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
          pivot_wider(id_cols=c(PlatformPortfolio,gfe_gfp_value),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year))

## `summarise()` has grouped output by 'PlatformPortfolio', 'gfe_gfp_value'. You
## can override using the `.groups` argument.

summary(def_data$ContractingSubCustomer)

##                     AFRICAN DEVELOPMENT FOUNDATION 
##                                                  0 
##                                        Agriculture 
##                                                  0 
##                                          Air Force 
##                                            1121514 
##                                All Other Customers 
##                                                  0 
##                                           Archives 
##                                                  0 
##                                               Army 
##                                            1878684 
##                    BROADCASTING BOARD OF GOVERNORS 
##                                                  0 
##                                                CBP 
##                                                  0 
##                                        COAST GUARD 
##                                                  0 
##                                           Commerce 
##                                                  0 
##                         COMMISSION ON CIVIL RIGHTS 
##                                                  0 
## COMMITTEE FOR PURCHASE FROM PEOPLE WHO ARE BLIND O 
##                                                  0 
##               COMMODITY FUTURES TRADING COMMISSION 
##                                                  0 
##                                        Comptroller 
##                                                  0 
##                 CONSUMER PRODUCT SAFETY COMMISSION 
##                                                  0 
##     CORPORATION FOR NATIONAL AND COMMUNITY SERVICE 
##                                                  0 
##     COURT SERVICES AND OFFENDER SUPERVISION AGENCY 
##                                                  0 
##                          DECA (Largely Unreported) 
##                                                  0 
##            DEFENSE NUCLEAR FACILITIES SAFETY BOARD 
##                                                  0 
##                                               DISA 
##                                             119346 
##                        DISTRICT OF COLUMBIA COURTS 
##                                                  0 
##                                                DLA 
##                                             903016 
##                                          Education 
##                                                  0 
##                     ELECTION ASSISTANCE COMMISSION 
##                                                  0 
##                                             Energy 
##                                                  0 
##                                                EPA 
##                                                  0 
##            EQUAL EMPLOYMENT OPPORTUNITY COMMISSION 
##                                                  0 
##                                        Exec Office 
##                                                  0 
##                        FEDERAL ELECTION COMMISSION 
##                                                  0 
##                     FEDERAL HOUSING FINANCE AGENCY 
##                                                  0 
##                      FEDERAL HOUSING FINANCE BOARD 
##                                                  0 
##                  FEDERAL LABOR RELATIONS AUTHORITY 
##                                                  0 
##                        FEDERAL MARITIME COMMISSION 
##                                                  0 
##                           FEDERAL TRADE COMMISSION 
##                                                  0 
##                                               FEMA 
##                                                  0 
##                                                GSA 
##                                                  0 
##                                                HHS 
##                                                  0 
##                                                HUD 
##                                                  0 
##                                                ICE 
##                                                  0 
##                                           Interior 
##                                                  0 
##                     INTERNATIONAL TRADE COMMISSION 
##                                                  0 
##       J. F. KENNEDY CENTER FOR THE PERFORMING ARTS 
##                                                  0 
##                                            Justice 
##                                                  0 
##                                              Labor 
##                                                  0 
##                                            Library 
##                                                  0 
##                                                MDA 
##                                              23921 
##                     MERIT SYSTEMS PROTECTION BOARD 
##                                                  0 
##                                     MilitaryHealth 
##                                              38213 
##                   MILLENNIUM CHALLENGE CORPORATION 
##                                                  0 
##                                               NASA 
##                                                  0 
##               NATIONAL CAPITAL PLANNING COMMISSION 
##                                                  0 
##                    NATIONAL ENDOWMENT FOR THE ARTS 
##                                                  0 
##              NATIONAL ENDOWMENT FOR THE HUMANITIES 
##                                                  0 
##                            NATIONAL GALLERY OF ART 
##                                                  0 
##                     NATIONAL LABOR RELATIONS BOARD 
##                                                  0 
##                           NATIONAL MEDIATION BOARD 
##                                                  0 
##                        NATIONAL SCIENCE FOUNDATION 
##                                                  0 
##               NATIONAL TRANSPORTATION SAFETY BOARD 
##                                                  0 
##                                               Navy 
##                                            1711099 
##                      NUCLEAR REGULATORY COMMISSION 
##                                                  0 
##               NUCLEAR WASTE TECHNICAL REVIEW BOARD 
##                                                  0 
##   OCCUPATIONAL SAFETY AND HEALTH REVIEW COMMISSION 
##                                                  0 
##                     OFFICE OF PERSONNEL MANAGEMENT 
##                                                  0 
##                          OFFICE OF SPECIAL COUNSEL 
##                                                  0 
##                                                OPO 
##                                                  0 
##                                          Other DHS 
##                                                  0 
##                                          Other DoD 
##                                             427440 
##            OVERSEAS PRIVATE INVESTMENT CORPORATION 
##                                                  0 
##                                        PEACE CORPS 
##                                                  0 
##                          RAILROAD RETIREMENT BOARD 
##                                                  0 
##                 SECURITIES AND EXCHANGE COMMISSION 
##                                                  0 
##                           SELECTIVE SERVICE SYSTEM 
##                                                  0 
##                      SMALL BUSINESS ADMINISTRATION 
##                                                  0 
##                            SMITHSONIAN INSTITUTION 
##                                                  0 
##                                              State 
##                                                  0 
##       THE INSTITUTE OF MUSEUM AND LIBRARY SERVICES 
##                                                  0 
##                                     Transportation 
##                                                  0 
##                                           Treasury 
##                                                  0 
##                                                TSA 
##                                                  0 
## U.S. INTERNATIONAL DEVELOPMENT FINANCE CORPORATION 
##                                                  0 
##                                              USAID 
##                                                  0 
##                                                 VA 
##                                                  0 
##                       VIETNAM EDUCATION FOUNDATION 
##                                                  0 
##                                      Uncategorized 
##                                                215 
##                                All other Customers 
##                                                  0 
##                                              ERROR 
##                                                  0 
##                                                IAP 
##                                                  0 
##                          INTER-AMERICAN FOUNDATION 
##                                                  0 
##                    MILLENIUM CHALLENGE CORPORATION 
##                                                  0 
## NATIONAL FOUNDATION ON THE ARTS AND THE HUMANITIES 
##                                                  0 
##                                               OSEC 
##                                                  0 
##                              Personnel and Housing 
##                                                  0 
##                            Retiree, Payment+Health 
##                                                  0 
##                                                SDA 
##                                                  0 
##                                      Supreme Court 
##                                                  0

Topline Cost Accounting

(
CAS<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2001 & Fiscal_YQ<=2025.2) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="costaccountingstandardsclause", #color_var
  facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
CAS<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="costaccountingstandardsclause", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
CAS<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.sum", #color_var
  facet_var="costaccountingstandardsclause", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
CAS<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="AnyCommercial", #color_var
  facet_var="costaccountingstandardsclause", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): AnyCommercial not found in labels_and_colors

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

#Product/Service/R&D

Topline Product/Service/R&D

(
ToplinePSR<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2 & !is.na(SimpleArea) & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  alpha_var="YTD",
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SimpleArea", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Note: Unlabeled product, service, and R&D areas not shown.\nSource: FPDS and CSIS analysis.")+
  date_x_year_breaks(1990,2020,5,partial_year=2025,partial_label="\nQ1-Q2",)
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_psr.png", ToplinePSR, 
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_psr.svg", ToplinePSR, 
             width=6.5, height= 3, units="in",size=11, lineheight=1.2
             )

log_plot(plot=ToplinePSR+facet_wrap(~SimpleArea), df=def_data %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig3_1_area",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="3-1 Area",path="../output/AcqTrends/", height=3.5,
                     startRow=1,startCol=12,format=TRUE,#var_list=c("SimpleArea","Competition.multisum"),
         excel_y_var = TRUE,excel_formulas = TRUE
         )

PSR OTA

if(!exists("def_kota"))
  load(file="../data/clean/def_kota.Rda")


(
OTAPSR<-build_plot(
  data=def_kota %>% filter(Fiscal_Year>=2015 & Fiscal_YQ<=2025.2 &
                                 !is.na(AreaType) & AreaType!="Unlabeled") ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=kota_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  alpha_var="YTD",
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="AreaType", #color_var
  facet_var="SimpleAreaType", #facet_var
  column_key=kota_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Note: Unlabeled contract product, service, and R&D areas\nas well as unlabeled OTA agreement types not shown.\nSource: FPDS and CSIS analysis.",
       title="Defense Contract Obligations by Product, Service, and R&D and\nOTA Obligations by Agreement Type, FY 2015–FY 2025 Q2")+facet_wrap(~SimpleAreaType, nrow=1)+
  date_x_year_breaks(2015,2024,3)#,partial_year=2024,partial_label="\nQ1",)
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="OTA_psr.png", OTAPSR, 
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="OTA_psr.svg", OTAPSR, 
             width=6.5, height= 3, units="in",size=11, lineheight=1.2
             )

log_plot(plot=OTAPSR, df=def_kota %>% filter(Fiscal_YQ<=2025.2),
                     filename="nps_fig02_kota_areatype",xlsx="DoD_2025_Prelim.xlsx",
                     sheet="2 KOta",path="../output/AcqTrends/NPS2025/",#second_path=online_path,
         height=3,include_YTD=FALSE,output_slide_png=TRUE,suppress_doc_svg_text = "title",
                     startRow=1,format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE,
         output_doc_svg=TRUE
         )

PSR Plat Breakout

platform_levels<-levels(factor(def_data$PlatformPortfolio))
for(p in platform_levels){
  file_p<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",p)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&PlatformPortfolio==p& Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  alpha_var="YTD",
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SimpleArea", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",title=p)+
  date_x_year_breaks(1990,2020,5,partial_year=2025,partial_label="\nQ1-Q2")
)

  if(!dir.exists(file.path("../output/AcqTrends/Platform",file_p)))
    dir.create(file.path("../output/AcqTrends/Platform",file_p))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&PlatformPortfolio==p),
           filename=paste(file_p,"PSR",sep="_"),xlsx=paste("DoD",file_p,"Contracts.xlsx",sep="_"),
           sheet="PSR",path=file.path("../output/AcqTrends/Platform/",file_p), height=3.5,
           startRow=1,startCol=13,format=TRUE,#,var_list=c("PricingUCA.sumlong","PricingUCA"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

PSR Cust Breakout

subcustomer_levels<-levels(factor(def_data$SubCustomer.sum))
for(c in subcustomer_levels){
  file_c<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",c)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&SubCustomer.sum==c& Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  alpha_var="YTD",
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SimpleArea", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",title=c)+
  date_x_year_breaks(1990,2020,5,partial_year=2025,partial_label="\nQ1-Q2")
)

  if(!dir.exists(file.path("../output/AcqTrends/Customer",file_c)))
    dir.create(file.path("../output/AcqTrends/Customer",file_c))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&SubCustomer.sum==c),
           filename=paste(file_c,"PSR",sep="_"),xlsx=paste(file_c,"Contracts.xlsx",sep="_"),
           sheet="PSR",path=file.path("../output/AcqTrends/Customer/",file_c), height=3.5,
           startRow=1,startCol=13,format=TRUE,#,var_list=c("PricingUCA.sumlong","PricingUCA"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

PSR Quarterly

(
PSR_Q<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000&  Fiscal_YQ<=2024.1 & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="fiscal_quarter_YTD", #color_var
  facet_var="SimpleArea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2023,3)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="PSR_Q.png", PSR_Q, 
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="PSR_Q.svg", PSR_Q, 
             width=6.5, height= 3, units="in",size=11, lineheight=1.2
             )


output_TY<-def_data %>% filter(Fiscal_YQ<=2025.2) %>% group_by(SimpleArea,Fiscal_Year)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
          pivot_wider(id_cols=c(SimpleArea),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)

## `summarise()` has grouped output by 'SimpleArea'. You can override using the
## `.groups` argument.

write.csv(file="..//Output//AcqTrends//PSR_Q.csv",row.names = FALSE, na = "",
          output_TY)


# wb <- loadWorkbook("..//Output//AcqTrends//DoD_Acq_Trends_Contracts.xlsx")
# createSheet(wb, name = "Area")
# writeData(wb, output_TY, sheet = "Area", startRow = 14, startCol = 14)
# saveWorkbook(wb,file="..//Output//AcqTrends//DoD_Acq_Trends_Contracts.xlsx",overwrite = TRUE)

R&D phase

(
RnDphase<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2) %>% filter(SimpleArea=="R&D"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="ProductServiceOrRnDarea", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="psr_RnDPhase.png", RnDphase, 
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )

log_plot(plot=RnDphase, df=def_data %>% filter(Fiscal_YQ<=2025.2) %>% filter(SimpleArea=="R&D"),
                     filename="acq_fig5_1_RnD",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="5-1 RnD",path="../output/AcqTrends/", height=3,
                     startRow=1,startCol=12,format=TRUE,#var_list=c("SimpleArea","Competition.multisum"),
         output_doc_svg=TRUE
         )

R&D Phase+OTA

contract_merge<-def_data %>% filter(Fiscal_YQ<=2025.2) %>%
  group_by(Fiscal_Year,
                         ProductServiceOrRnDarea,
                         SimpleArea)%>%
  dplyr::summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23),
                   Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year))

## `summarise()` has grouped output by 'Fiscal_Year', 'ProductServiceOrRnDarea'.
## You can override using the `.groups` argument.

# 


#   format_data_for_plot(contract_data,
#                      fy_var="Fiscal_Year", #x_var
#                      y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
#                      color_var="ProductServiceOrRnDarea", #color_var
#                      facet_var = "SimpleArea",
#                      labels_and_colors = labels_and_colors
# )
# ota_merge<-format_data_for_plot(ota_def,
#                      fy_var="Fiscal_Year", #x_var
#                      y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
#                      color_var="ProductServiceOrRnDarea", #color_var
#                      facet_var = "SimpleArea",
#                      labels_and_colors = labels_and_colors
# )

ota_merge<-ota_def%>%filter(Fiscal_Year >=2015) %>%
  group_by(Fiscal_Year,SimpleArea,YTD)%>%
  dplyr::summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23),
                   Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year)
                   )

## `summarise()` has grouped output by 'Fiscal_Year', 'SimpleArea'. You can
## override using the `.groups` argument.

#   format_data_for_plot(ota_def,
#                      fy_var="Fiscal_Year", #x_var
#                      y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
#                      color_var="ProductServiceOrRnDarea", #color_var
#                      facet_var = "SimpleArea",
#                      labels_and_colors = labels_and_colors
# )

ota_merge$ProductServiceOrRnDarea<-"Other Transaction Authority (OTA) R&D Agreements"
colnames(ota_merge)[colnames(ota_merge)=="Fiscal_Year"]<-"Fiscal_Year"
merge<-rbind(ota_merge,contract_merge)
merge$dFYear<-as.Date(paste(merge$Fiscal_Year,"1","1",sep="-"))
(
RnDphasePlusOTA<-build_plot(
  data=merge %>% filter(SimpleArea=="R&D" & Fiscal_Year >=2015),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=prepare_labels_and_colors(merge),
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="ProductServiceOrRnDarea", #color_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  first_color_on_bottom = TRUE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)+scale_x_date(date_labels="'%y",date_breaks="1 year")

## Warning in `[<-.factor`(`*tmp*`, thisvar, value = 0): invalid factor level, NA
## generated

## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
##   dat <- vroom(...)
##   problems(dat)

## Rows: 929 Columns: 6
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (4): column, coloration.key, title, share.title
## lgl (2): period.title, is.colon.split
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="RnDPhasePlusOTA.png", RnDphasePlusOTA+labs(caption="Source: FPDS and CSIS analysis."),
             width=5, height= 4.75, units="in",size=11, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="RnDPhasePlusOTA.svg", RnDphasePlusOTA+labs(caption="Source: FPDS and CSIS analysis."),
             width=5, height= 4.75, units="in",size=11, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="RnDPhasePlusOTA.emf", RnDphasePlusOTA+labs(caption="Source: FPDS and CSIS analysis."),
             width=5, height= 4.75, units="in",size=11, lineheight=1.2
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_rect, x$x, x$y, x$width, x$height,
## resolveHJust(x$just, : semi-transparency is not supported on this device:
## reported only once per page

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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#                            
# 
# write.csv(file="..//Output//AcqTrends//RnDPhasePlusOTA.csv",row.names = FALSE, na = "",
#           RnDphasePlusOTA$data%>% mutate(Fiscal_Year=year(dFYear)) %>%
#           pivot_wider(id_cols=c(ProductServiceOrRnDarea),
#                       names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23)%>%
#             arrange(ProductServiceOrRnDarea))
# #             
# #  



write.csv(file="..//Output//AcqTrends//RnDPhasePlusOTA_current.csv",row.names = FALSE, na = "",
          merge %>% filter(SimpleArea=="R&D") %>%
            format_data_for_plot(fy_var="Fiscal_Year",y_var="Action_Obligation_Then_Year",
                                 color_var = "ProductServiceOrRnDarea",
                                 labels_and_colors=prepare_labels_and_colors(merge)) %>%
            pivot_wider(id_cols=c(ProductServiceOrRnDarea),
                        names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(ProductServiceOrRnDarea))

## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
##   dat <- vroom(...)
##   problems(dat)

## Rows: 929 Columns: 6
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (4): column, coloration.key, title, share.title
## lgl (2): period.title, is.colon.split
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

Phase: Contract and OTA

contract_merge<-def_data%>%filter(Fiscal_Year >=2015 & Fiscal_YQ<2022) %>%
  group_by(dFYear,
                         ProductServiceOrRnDarea,
                         SimpleArea,
           YTD)%>%
  dplyr::summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23))

## `summarise()` has grouped output by 'dFYear', 'ProductServiceOrRnDarea',
## 'SimpleArea'. You can override using the `.groups` argument.

# 
#   format_data_for_plot(contract_data,
#                      fy_var="Fiscal_Year", #x_var
#                      y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
#                      color_var="ProductServiceOrRnDarea", #color_var
#                      facet_var = "SimpleArea",
#                      labels_and_colors = labels_and_colors
# )
# ota_merge<-format_data_for_plot(ota_def,
#                      fy_var="Fiscal_Year", #x_var
#                      y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
#                      color_var="ProductServiceOrRnDarea", #color_var
#                      facet_var = "SimpleArea",
#                      labels_and_colors = labels_and_colors
# )

ota_merge<-standardize_variable_names(ota_def)%>%filter(Fiscal_Year >=2015) %>%
  group_by(dFYear,
                         ProductServiceOrRnDarea,
                         SimpleArea,YTD)%>%
  dplyr::summarise(Action_Obligation_OMB25_GDP23=sum(Action_Obligation_OMB25_GDP23))

## `summarise()` has grouped output by 'dFYear', 'ProductServiceOrRnDarea',
## 'SimpleArea'. You can override using the `.groups` argument.

#   format_data_for_plot(ota_def,
#                      fy_var="Fiscal_Year", #x_var
#                      y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
#                      color_var="ProductServiceOrRnDarea", #color_var
#                      facet_var = "SimpleArea",
#                      labels_and_colors = labels_and_colors
# )

ota_merge$Authority<-"OTA"
# colnames(ota_merge)[colnames(ota_merge)=="Fiscal_Year"]<-"Fiscal_Year"
contract_merge$Authority<-"Contract"
merge<-rbind(ota_merge,contract_merge)

(
RnDphase<-build_plot(
  data=merge %>% filter(SimpleArea=="R&D"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=prepare_labels_and_colors(merge),#,path="K:\\Users\\Greg\\Repositories\\Lookup-Tables\\style\\"
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Authority", #color_var
  facet_var="ProductServiceOrRnDarea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
##   dat <- vroom(...)
##   problems(dat)

## Rows: 929 Columns: 6
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (4): column, coloration.key, title, share.title
## lgl (2): period.title, is.colon.split
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="contractota_RnDPhase.png", RnDphase,
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )
#                            
# 
write.csv(file="..//Output//AcqTrends//contractota_RnDPhase.csv",row.names = FALSE, na = "",
           RnDphase$data %>% mutate(Fiscal_Year=lubridate::year(dFYear)) %>%
          pivot_wider(id_cols=c(ProductServiceOrRnDarea,Authority),
                      names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23)%>%
            arrange(ProductServiceOrRnDarea,Authority))
#             
# 
# write.csv(file="..//Output//AcqTrends//psr_RnDPhase_current.csv",row.names = FALSE, na = "",
#           def_data %>% filter(SimpleArea=="R&D") %>%
#             format_data_for_plot(fy_var="Fiscal_Year",y_var="Action_Obligation_Then_Year",color_var = "ProductServiceOrRnDarea",
#                                  labels_and_colors=def_lc) %>%
#           pivot_wider(id_cols=c(ProductServiceOrRnDarea),
#                       names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
#             arrange(ProductServiceOrRnDarea))

Services

summary(factor(def_data$ServicesCategory.sum))

##     Products (All)                R&D Services (Non-R&D)          Unlabeled 
##            2654093             546198            3021564               1593

(
Services<-build_plot(
  data=def_data %>% filter(SimpleArea=="Services (Non-R&D)" & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="ProductServiceOrRnDarea", #color_var
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  date_x_year_breaks(1990,2020,5)+#,partial_year=2024,partial_label="\nQ1")
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="psr_Services.png", Services, 
             width=12, height= 6, units="in",size=14, lineheight=1.2
             )
              
ggsave600dpi(path="..//Output//AcqTrends//",filename="psr_Services.svg", Services, 
             width=6.5, height= 3.25, units="in",size=10, lineheight=1.2
             )             

            
log_plot(plot=Services, df=def_data  %>% filter(Fiscal_YQ<=2025.2 &SimpleArea=="Services (Non-R&D)"),
                     filename="acq_fig3_3_services",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="3-3 Serv",path="../output/AcqTrends/", height=3.5,
                     startRow=1,startCol=12,format=TRUE,#,var_list=c("SimpleArea","Competition.multisum")
         )

PSR Pricing

(
PSRpricing_dollar<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ < 2024 & !is.na(SimpleArea) & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA.sum", #color_var
  facet_var="SimpleArea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  share=FALSE
)+theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.",
       title="DOD Contract Obligations by Pricing Mechanism, FY 2000–FY 2025 Q2")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="psr_pricing_dollar.png", PSRpricing_dollar, 
             width=6.5, height= 5, units="in",size=11, lineheight=1.2
             )


(
SimpleVendor_share<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 &Fiscal_YQ<=2025.2 & !is.na(SimpleArea) & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA.sum", #color_var
  facet_var="SimpleArea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  share=TRUE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="psr_pricing_share.png", SimpleVendor_share, 
             width=6.5, height= 5, units="in",size=11, lineheight=1.2
             )


log_plot(plot=Services, df=def_data  %>% filter(Fiscal_YQ<=2025.2 &SimpleArea=="Services (Non-R&D)"),
                     filename="aila30_pricing",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="PSR-price",path="../output/AcqTrends/", height=3.5,
                     format=TRUE,output_slide_png=TRUE #,var_list=c("SimpleArea","Competition.multisum")
         )

PSR Vendor size

(
SimpleVendor_dollar<-build_plot(
  data=def_data %>% filter(Fiscal_Year<=2021 & !is.na(SimpleArea) & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  facet_var="SimpleArea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  share=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April of 2020\n and thus did not make the cutofff for inclusion in FY2020.\nMcDonnell Douglas is grouped with the Big-5.")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="psr_vendorsize_dollar.png", SimpleVendor_dollar, 
             width=6.5, height= 5, units="in",size=11, lineheight=1.2
             )


(
SimpleVendor_share<-build_plot(
  data=def_data %>% filter(Fiscal_Year<=2021 & !is.na(SimpleArea) & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  facet_var="SimpleArea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  share=TRUE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="psr_vendorsize_share.png", SimpleVendor_share, 
             width=6.5, height= 5, units="in",size=11, lineheight=1.2
             )

PSR Competition

summary(def_data$SimpleArea)

##       All Services     Products (All)                R&D Services (Non-R&D) 
##                  0            2654093             546198            3021564 
##          Unlabeled 
##               1593

(
PSRComp_bar<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1991 & Fiscal_YQ<=2025.2 & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.multisum", #color_var
  facet_var="SimpleArea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "bottom")+
  labs(x="Fiscal Year",
       y="Obligations (Constant 2023 $s)",
       title="DOD Contract Obligations by Extent of Competition, FY 1991–FY 2025 Q2")+
    date_x_year_breaks(1991,2023,by=6,partial_year=2025,partial_label="\nQ1-Q2")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
PSRComp_line<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1991 & Fiscal_YQ<=2025.2 & SimpleArea!="Unlabeled"),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.multisum", #color_var
  facet_var="SimpleArea", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "bottom")+
  labs(x="Fiscal Year",y="Share of Obligations")+
    date_x_year_breaks(1991,2023,by=6,partial_year=2025,partial_label="\nQ1-Q2")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="PSRComp_line.png", PSRComp_line, 
             width=6.5, height= 5, units="in",size=12, lineheight=1.2
             )


ggsave("..//Output//AcqTrends//PSRComp_both.svg", 
             gridExtra::grid.arrange(
               PSRComp_bar+labs(caption = NULL,x=NULL,title=NULL)+theme(legend.position = "none"),
               PSRComp_line), 
             width=6.5, height= 5, units="in"
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave("..//Output//AcqTrends//NPS2025//PSRComp_both_keynote.png", 
             gridExtra::grid.arrange(
               PSRComp_bar+labs(
                  y="Obligations\n(Const. 2023 $s)",
               caption = NULL,x=NULL)+theme(legend.position = "none",text=element_text(size=20)),
               PSRComp_line+labs(y="Share of\nObl.")+theme(text=element_text(size=20),
               plot.caption = element_text(size=round(20 * 5/6,0))
               )),
             width=13, height= 5.5, units="in" #, size=20, lineheight = 0.75
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave("..//Output//AcqTrends//NPS2025//acq_fig6_6_PSR_competition.svg", 
             gridExtra::grid.arrange(
               PSRComp_bar+labs(
                 title=NULL,
                  y="Obligations\n(Constant 2023 $s)",
               caption = NULL,x=NULL)+theme(legend.position = "none",text=element_text(size=12),
                                            plot.margin = margin(t=0,b=0,l=0.1,r=0.5,unit="inches")),
               PSRComp_line+labs(y="Share of\nObligations",caption=NULL)+theme(text=element_text(size=12),
               plot.caption = element_text(size=round(20 * 5/6,0)),
                                           plot.margin = margin(t=0,b=0,l=0.1,r=0.5,unit="inches"))),
             width=6.5, height= 4.5, units="in" #, size=20, lineheight = 0.75
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

# 
# ggsave(file.path(online_path,"acq_fig6_6_PSR_competition_slide.png"), 
#              gridExtra::grid.arrange(
#                PSRComp_bar+labs(
#                   y="Obligations\n(Constant 2023 $s)",
#                caption = NULL,x=NULL)+theme(legend.position = "none",text=element_text(size=12),
#                                             plot.margin = margin(t=0,b=0,l=0.1,r=0.5,unit="inches")),
#                PSRComp_line+labs(y="Share of\nObligations",caption=NULL)+theme(text=element_text(size=20),
#                plot.caption = element_text(size=round(20 * 5/6,0)),
#                                            plot.margin = margin(t=0,b=0,l=0.1,r=0.5,unit="inches"))),
#              width=13, height= 5.5, units="in" #, size=20, lineheight = 0.75
#              )
# 
# ggsave(file.path(online_path,"acq_fig6_6_PSR_competition_slide.png"), 
#              gridExtra::grid.arrange(
#                PSRComp_bar+labs(
#                   y="Obligations\n(Constant 2023 $s)",
#                caption = NULL,x=NULL)+theme(legend.position = "none",text=element_text(size=12),
#                                             plot.margin = margin(t=0,b=0,l=0.1,r=0.5,unit="inches")),
#                PSRComp_line+labs(y="Share of\nObligations",caption=NULL)+theme(text=element_text(size=20),
#                plot.caption = element_text(size=round(20 * 5/6,0)),
#                                            plot.margin = margin(t=0,b=0,l=0.1,r=0.5,unit="inches"))),
#              width=13, height= 5.5, units="in" #, size=20, lineheight = 0.75
#              )

log_plot(plot=PSRComp_bar, df=def_data  %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig6_6_PSR_competition",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="6-6 PSRcomp",path="../output/AcqTrends/", height=3.5,
                     startRow=1,startCol=13,format=TRUE,var_list=c("SimpleArea","Competition.multisum"),
         output_doc_svg=FALSE,excel_y_var = TRUE, excel_formulas = TRUE, excel_share = TRUE,
         include_YTD=FALSE#,second_path = online_path
         )

PSR Multi-Year

(
PSRMultiYear<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 ),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="multiyearcontracttext", #color_var
  facet_var="SimpleArea",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): multiyearcontracttext not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

def_data<-def_data %>% group_by(Fiscal_Year,SimpleArea)%>%
  mutate(pPlatFYear=Action_Obligation_OMB25_GDP23/sum(Action_Obligation_OMB25_GDP23,na.rm=TRUE))
(
PSRMultiYearShare<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & SimpleArea!="Unlabeled"&
                             (is.na(multiyearcontract)|multiyearcontract==1)),
  chart_geom = "Line Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="pPlatFYear", #VAR.y.variable
  color_var="multiyearcontracttext", #color_var
  facet_var="SimpleArea",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Share of Obligations")+
    scale_y_continuous(labels = scales::percent)
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): multiyearcontracttext not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="PSR_MultiYear.png", PSRMultiYear,  
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="PSR_MultiYearShare.png", PSRMultiYearShare,  
             width=6.5, height= 4, units="in",size=12, lineheight=1.2
             )

# write.csv(file="..//Output//AcqTrends//PSRMultiYearShare.csv",row.names = FALSE, na = "",
#   pivot_wider(PSRMultiYearShare$data %>% select(-YTD) %>%
#                         arrange(dFYear) %>% mutate(Fiscal_Year=lubridate::year(dFYear)),
#                       id_cols=c(SimpleArea,multiyearcontracttext),
#                       names_from=Fiscal_Year,values_from=pPlatFYear)%>%
#   arrange(SimpleArea,multiyearcontracttext))
#   

SubCustomer

Topline SubCustomer

(
SubCustomer<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SubCustomer.JPO", #color_var
  facet_var="SubCustomer.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       title="DOD Contract Obligations by DOD Component, FY 1990-FY 2025 Q2") +date_x_year_breaks(1990,2020,5,partial_year=2025,partial_label="\nQ1-Q2")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_subcustomer.png", SubCustomer, 
             width=12, height= 6, units="in",size=12,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_subcustomer.svg", SubCustomer+facet_wrap(~SubCustomer.sum,nrow=1), 
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

log_plot(plot=SubCustomer+facet_wrap(~SubCustomer.sum,nrow=1)+
           date_x_year_breaks(1990,2014,8,partial_year=2025,partial_label="\nQ1-Q2"),
         df=def_data %>% filter(Fiscal_YQ<=2025.2),
                     filename="nps_fig04_component",xlsx="DoD_2025_NPS.xlsx",
                     sheet="4 Cust",path="../output/AcqTrends/NPS2025/",second_path=online_path,
         height=3,include_YTD=FALSE,suppress_doc_svg_text="title",
                     startRow=1,format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE,
         output_slide_png=TRUE
         )

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

SubCustomer Plat Breakout

platform_levels<-levels(factor(def_data$PlatformPortfolio))
for(p in platform_levels){
  file_p<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",p)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&PlatformPortfolio==p& Fiscal_YQ<=2025.2),
chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SubCustomer.JPO", #color_var
  facet_var="SubCustomer.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)") +date_x_year_breaks(1990,2020,5,partial_year=2025,partial_label="\nQ1-Q2")
)
  if(!dir.exists(file.path("../output/AcqTrends/Platform",file_p)))
    dir.create(file.path("../output/AcqTrends/Platform",file_p))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&PlatformPortfolio==p),
           filename=paste(file_p,"subcustomer",sep="_"),xlsx=paste("DoD",file_p,"Contracts.xlsx",sep="_"),
           sheet="Cust",path=file.path("../output/AcqTrends/Platform/",file_p), height=3.5,
           startRow=1,startCol=13,format=TRUE,#,var_list=c("PricingUCA.sumlong","PricingUCA"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

SubCustomer Covid19

cust_covid<-def_data %>% filter(Fiscal_YQ<=2025.2) %>% group_by(SubCustomer.JPO,SubCustomer.sum,dFYear,Fiscal_Year) %>%
  summarise(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm = TRUE),
            COVID19obligated=sum(COVID19obligated,na.rm = TRUE))%>%
  mutate(Action_other=Action_Obligation_Then_Year-COVID19obligated) 

## `summarise()` has grouped output by 'SubCustomer.JPO', 'SubCustomer.sum',
## 'dFYear'. You can override using the `.groups` argument.

cust_covid <- cust_covid %>% select(-Action_Obligation_Then_Year) %>%
  pivot_longer(cols=c(COVID19obligated,Action_other),  
               names_to = "Covid",values_to="Action_Obligation") %>%
  mutate(SubCustomer.COVID=ifelse(Covid=="COVID19obligated","COVID19 Related",
                                  as.character(SubCustomer.JPO)))

cust_covid <- cust_covid %>% deflate( money_var="Action_Obligation",fy_var="Fiscal_Year")

## 
##  Applying
##  OMB25_GDP23 
##  in 
##  Lookup_Deflators.csv 
##  from
##  https://raw.githubusercontent.com/CSISdefense/Lookup-Tables/master/

## Rows: 53 Columns: 27
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr  (1): GDPdeflatorName
## dbl (26): Fiscal_Year, GDPdeflator, GDPdeflator2015, GDPdeflator2016, GDPdef...
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

(
SubCustomerCovid<-build_plot(
  data=cust_covid,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SubCustomer.COVID", #color_var
  facet_var="SubCustomer.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): SubCustomer.COVID not found in labels_and_colors

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_covid.png", SubCustomerCovid, 
             width=12, height= 6, units="in",size=12,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_covid.svg", SubCustomerCovid+facet_wrap(~SubCustomer.sum,nrow=1), 
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

write.csv(file="..//Output//AcqTrends//subcustomer_covid.csv",row.names = FALSE, na = "",
           SubCustomerCovid$data %>% mutate(Fiscal_Year=lubridate::year(dFYear))%>%
          pivot_wider(id_cols=c(SubCustomer.sum,SubCustomer.COVID),
                      names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23))

write.csv(file="..//Output//AcqTrends//subcustomer_covid.csv",row.names = FALSE, na = "",
          cust_covid %>% group_by(SubCustomer.sum,SubCustomer.COVID,Fiscal_Year)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
          pivot_wider(id_cols=c(SubCustomer.sum,SubCustomer.COVID),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year))

## `summarise()` has grouped output by 'SubCustomer.sum', 'SubCustomer.COVID'. You
## can override using the `.groups` argument.

SubCustomer Product/Service/R&D

(
SubCustomerPSR<-build_plot(
  data=def_data,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SimpleArea", #color_var
  facet_var="SubCustomer.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

# ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_PSR.png", SubCustomerPSR, 
#              width=6.5, height= 4, units="in",size=11
#              )
ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_PSR.png", SubCustomerPSR, 
             width=12, height= 6, units="in",size=12,lineheight = 1.2
             )

SubCustomer Competition

def_data$SubCustomer.platform

##     [1] DLA       Army      Army      Navy      Army      Army      Navy     
##     [8] Army      Army      Army      Air Force Navy      DLA       DLA      
##    [15] Navy      Air Force Air Force DLA       Navy      Other DoD Army     
##    [22] Navy      Other DoD DLA       Army      DLA       Air Force Air Force
##    [29] Navy      Navy      Navy      Army      Army      Navy      Air Force
##    [36] Navy      Army      DLA       Navy      Navy      Navy      Navy     
##    [43] Army      Navy      Army      Navy      DLA       Army      Navy     
##    [50] Air Force Army      DLA       Army      Army      Army      Navy     
##    [57] Air Force Navy      Other DoD DLA       Air Force Navy      Army     
##    [64] Army      Army      Air Force Air Force Navy      Air Force DLA      
##    [71] Navy      Army      Navy      Army      Army      DLA       Air Force
##    [78] Army      Other DoD Air Force Army      Army      Air Force DLA      
##    [85] Other DoD Army      Air Force DLA       Air Force DLA       Army     
##    [92] Army      Air Force Navy      DLA       Army      Army      Other DoD
##    [99] Navy      Army      Army      Navy      Navy      Air Force Navy     
##   [106] Army      Air Force Air Force Air Force Navy      Army      Army     
##   [113] Navy      DLA       DLA       Air Force Army      DLA       Navy     
##   [120] Air Force Army      Army      Army      DLA       Army      Other DoD
##   [127] Navy      Army      Army      DLA       Air Force Navy      Army     
##   [134] Air Force Navy      Army      Other DoD Navy      Army      Navy     
##   [141] DLA       DLA       Air Force Navy      DLA       Air Force DLA      
##   [148] Navy      Army      Army      Air Force Army      Army      Army     
##   [155] Army      Navy      Other DoD Air Force Air Force Army      Air Force
##   [162] Air Force Air Force Army      Army      Other DoD Navy      Navy     
##   [169] Army      Navy      Army      Army      Navy      DLA       Air Force
##   [176] Navy      Other DoD Air Force DLA       Army      Navy      Army     
##   [183] Navy      Army      Army      Air Force Navy      Air Force Navy     
##   [190] Army      Navy      Air Force Army      Air Force Air Force Army     
##   [197] Army      DLA       Navy      Air Force Air Force Air Force Army     
##   [204] DLA       Other DoD Navy      Other DoD Army      Navy      Army     
##   [211] Air Force Army      Army      Navy      Army      DLA       Army     
##   [218] Other DoD Army      DLA       Air Force DLA       Other DoD Army     
##   [225] DLA       DLA       Army      Air Force Army      Air Force Navy     
##   [232] DLA       DLA       Navy      Air Force Air Force DLA       Navy     
##   [239] Navy      Army      Army      Other DoD Army      Army      Air Force
##   [246] Air Force Navy      Navy      Air Force DLA       Army      Other DoD
##   [253] Army      Navy      Navy      Army      Air Force Navy      Air Force
##   [260] Navy      Navy      Other DoD Air Force Air Force Navy      Army     
##   [267] Army      Air Force Air Force Army      MDA       Army      Navy     
##   [274] Army      Navy      Navy      Air Force Air Force DLA       Navy     
##   [281] Army      Other DoD Navy      Air Force Navy      Army      Navy     
##   [288] Army      Air Force Army      Air Force Navy      DLA       Other DoD
##   [295] Air Force DLA       Army      Air Force Navy      Army      Army     
##   [302] Army      Army      Army      Air Force Air Force Army      Navy     
##   [309] Air Force Air Force Navy      Navy      Navy      Other DoD Navy     
##   [316] Army      Army      Air Force Army      Air Force Navy      Navy     
##   [323] Other DoD Navy      Army      Army      Navy      DLA       DLA      
##   [330] Air Force Army      Army      Army      Army      Navy      Army     
##   [337] Navy      Navy      DLA       Other DoD Navy      Army      Navy     
##   [344] Navy      Army      Navy      Air Force Army      Army      Army     
##   [351] Navy      Navy      Army      Army      Navy      Other DoD DLA      
##   [358] Air Force Army      Army      Air Force Other DoD DLA       Navy     
##   [365] Other DoD Army      Navy      Army      Navy      DLA       Army     
##   [372] Air Force Air Force DLA       Air Force DLA       Other DoD Air Force
##   [379] Navy      Other DoD DLA       Other DoD Army      Other DoD Navy     
##   [386] Air Force Navy      Army      Air Force Army      Army      Air Force
##   [393] Army      Army      Navy      Army      Navy      Navy      Army     
##   [400] Army      Navy      DLA       Navy      Navy      Army      Other DoD
##   [407] Navy      Army      Other DoD Air Force Army      Navy      Air Force
##   [414] Navy      Army      Navy      Army      DLA       Army      Army     
##   [421] Army      DLA       DLA       Army      Army      Army      Army     
##   [428] Army      DLA       Air Force Navy      Navy      Army      Air Force
##   [435] DLA       Army      Army      Navy      Air Force Army      Army     
##   [442] Navy      DLA       Navy      Air Force Navy      Air Force Army     
##   [449] Army      DLA       Air Force Navy      Air Force DLA       Air Force
##   [456] Army      Navy      Navy      Air Force DLA       Navy      Navy     
##   [463] Army      Air Force Air Force Other DoD Navy      Other DoD Army     
##   [470] Air Force Navy      Air Force Navy      Army      DLA       Army     
##   [477] Army      Air Force Army      Army      Air Force Air Force Navy     
##   [484] Army      Air Force Navy      Navy      Army      Navy      Army     
##   [491] Army      DLA       DLA       Other DoD Army      Army      Navy     
##   [498] Air Force Army      Navy      Air Force Army      Army      Navy     
##   [505] Army      Army      Air Force Air Force Army      DLA       Air Force
##   [512] Air Force Army      Navy      DLA       Navy      Navy      Army     
##   [519] Navy      Air Force DLA       Army      DLA       DLA       Army     
##   [526] Army      Navy      Navy      DLA       Navy      DLA       Air Force
##   [533] MDA       Army      DLA       Navy      Army      Air Force Navy     
##   [540] MDA       Army      Navy      Air Force Air Force Air Force DLA      
##   [547] Navy      Army      Army      Other DoD Air Force Army      Army     
##   [554] Army      DLA       Army      Other DoD DLA       Navy      Navy     
##   [561] Army      DLA       Navy      DLA       DLA       Navy      Other DoD
##   [568] Navy      Other DoD Navy      Army      Air Force Army      Army     
##   [575] DLA       Navy      Air Force DLA       Other DoD Army      Army     
##   [582] Army      DLA       Navy      Army      Other DoD Navy      Army     
##   [589] DLA       Army      Air Force Army      Army      Army      Navy     
##   [596] Navy      Navy      Navy      Other DoD DLA       Army      Navy     
##   [603] Army      Army      Air Force Navy      Navy      DLA       Army     
##   [610] Air Force Army      DLA       Army      Other DoD DLA       Army     
##   [617] Air Force Navy      Navy      Army      DLA       Other DoD Navy     
##   [624] Navy      Other DoD Navy      Air Force Navy      Air Force Army     
##   [631] Navy      Other DoD Navy      Air Force DLA       Navy      DLA      
##   [638] Air Force DLA       Navy      Army      Navy      Army      Other DoD
##   [645] Army      DLA       Army      Other DoD Navy      DLA       Navy     
##   [652] Army      Army      Air Force DLA       Navy      Air Force Army     
##   [659] DLA       Army      Army      Army      Air Force Army      Army     
##   [666] Other DoD Army      Air Force Army      Other DoD Navy      Army     
##   [673] Army      DLA       Other DoD Army      Army      Air Force Other DoD
##   [680] Army      Other DoD DLA       Navy      DLA       DLA       DLA      
##   [687] Navy      Air Force Air Force Navy      Army      Navy      DLA      
##   [694] Army      Other DoD DLA       Army      Army      DLA       Air Force
##   [701] Other DoD Air Force Army      Army      Army      Navy      Army     
##   [708] Army      Other DoD DLA       Air Force DLA       Army      Navy     
##   [715] DLA       Army      Army      Army      Army      Navy      Air Force
##   [722] Army      Army      Air Force Navy      Army      DLA       Air Force
##   [729] Navy      Army      Army      Navy      Navy      Army      Air Force
##   [736] Navy      Other DoD Air Force Air Force Army      Navy      Navy     
##   [743] Navy      Army      Navy      Air Force DLA       Army      Air Force
##   [750] Air Force DLA       Air Force Other DoD Army      Navy      Army     
##   [757] Air Force DLA       Air Force Air Force Army      DLA       DLA      
##   [764] Navy      Army      Army      Army      Navy      Army      Air Force
##   [771] DLA       Army      Navy      Army      Other DoD Army      Navy     
##   [778] Army      Air Force Air Force Army      Navy      Navy      Army     
##   [785] DLA       Army      DLA       Air Force Army      Army      Air Force
##   [792] DLA       Navy      Army      Air Force Air Force Army      Air Force
##   [799] Air Force Navy      DLA       Army      Navy      Navy      DLA      
##   [806] Navy      Army      Air Force DLA       Navy      DLA       DLA      
##   [813] Army      Navy      Navy      Air Force Army      Army      Army     
##   [820] Navy      DLA       Navy      Army      Army      Army      Navy     
##   [827] Army      DLA       Navy      Other DoD Air Force Army      Army     
##   [834] Other DoD Army      Army      Air Force Army      Army      Navy     
##   [841] Navy      DLA       Navy      Navy      DLA       Air Force DLA      
##   [848] Other DoD Navy      Air Force Navy      DLA       Army      Navy     
##   [855] DLA       Army      Navy      Army      Navy      Navy      Navy     
##   [862] Air Force Navy      DLA       Air Force Army      Other DoD Army     
##   [869] Navy      DLA       Navy      Army      Army      Navy      Army     
##   [876] Navy      Army      Navy      Army      Navy      Navy      Other DoD
##   [883] Army      DLA       Navy      Navy      Army      DLA       Army     
##   [890] Navy      DLA       Army      Army      MDA       Army      Air Force
##   [897] Other DoD DLA       DLA       Army      Army      Air Force DLA      
##   [904] Army      Navy      Army      Navy      Army      Navy      Navy     
##   [911] Army      Army      Other DoD Army      Navy      Navy      DLA      
##   [918] Other DoD Other DoD Air Force Other DoD Air Force Other DoD Air Force
##   [925] Other DoD Navy      Air Force DLA       Army      Navy      Air Force
##   [932] DLA       Navy      Navy      Navy      Army      Army      Navy     
##   [939] Navy      DLA       Navy      Air Force DLA       Navy      Army     
##   [946] Navy      DLA       Army      Navy      Navy      Air Force Navy     
##   [953] Navy      Air Force Navy      Air Force Other DoD Army      Navy     
##   [960] DLA       MDA       Navy      DLA       Air Force DLA       Army     
##   [967] Other DoD Army      Air Force Navy      Other DoD Other DoD Navy     
##   [974] Air Force Army      Navy      Air Force Army      Army      Army     
##   [981] Air Force Army      Army      Air Force Army      DLA       Air Force
##   [988] Air Force DLA       Navy      Navy      Navy      Navy      Navy     
##   [995] Army      Air Force DLA       DLA       Air Force Other DoD Army     
##  [1002] Navy      Army      Navy      Army      Army      Navy      Navy     
##  [1009] Navy      Navy      Other DoD Air Force Navy      Army      DLA      
##  [1016] Army      DLA       Air Force Army      Army      Army      Air Force
##  [1023] Army      DLA       Army      Other DoD DLA       Army      Army     
##  [1030] Navy      DLA       Army      Air Force Air Force Army      Air Force
##  [1037] Navy      Navy      Other DoD Army      Navy      Army      DLA      
##  [1044] Navy      Navy      Navy      Navy      Army      Air Force Navy     
##  [1051] Air Force Army      Air Force Air Force Navy      Navy      Navy     
##  [1058] Army      Navy      DLA       DLA       Navy      DLA       Other DoD
##  [1065] Navy      Navy      Army      Other DoD Navy      Air Force Army     
##  [1072] Air Force Other DoD Navy      Army      Army      Air Force DLA      
##  [1079] Army      Air Force Air Force DLA       Army      DLA       DLA      
##  [1086] Air Force Army      Air Force Navy      Navy      DLA       Air Force
##  [1093] Army      Other DoD Air Force Air Force Army      DLA       Other DoD
##  [1100] Air Force Other DoD DLA       Army      Air Force Navy      Army     
##  [1107] Army      Other DoD Navy      Army      Army      Navy      Air Force
##  [1114] Army      Army      DLA       Air Force Air Force Army      Army     
##  [1121] DLA       Army      Navy      Navy      DLA       DLA       Army     
##  [1128] DLA       Air Force Navy      Other DoD Army      DLA       DLA      
##  [1135] Navy      Air Force Navy      Air Force Navy      Navy      DLA      
##  [1142] Navy      Navy      Army      Navy      Air Force Army      Navy     
##  [1149] Army      Navy      DLA       Navy      Army      Army      Army     
##  [1156] Army      Army      Navy      Navy      DLA       Navy      Army     
##  [1163] Navy      Army      Army      Navy      Army      Navy      Army     
##  [1170] Army      DLA       DLA       Air Force Army      Air Force Air Force
##  [1177] Other DoD Army      Army      Navy      Navy      Army      Navy     
##  [1184] Army      Army      Army      Army      DLA       Navy      Army     
##  [1191] Navy      Army      Navy      Air Force Air Force Air Force Navy     
##  [1198] Air Force Army      Army      Navy      Air Force DLA       DLA      
##  [1205] Other DoD Other DoD Air Force Navy      Navy      Navy      Army     
##  [1212] Air Force Army      Air Force DLA       Air Force Navy      Navy     
##  [1219] Army      Army      Air Force DLA       Air Force DLA       Army     
##  [1226] Other DoD Army      Army      Army      Army      Other DoD Air Force
##  [1233] Army      Army      Air Force Navy      Air Force Army      Navy     
##  [1240] DLA       Army      Army      Navy      Army      Air Force Army     
##  [1247] Navy      Air Force DLA       Army      Air Force Army      Navy     
##  [1254] Army      Navy      Other DoD Navy      DLA       Navy      Navy     
##  [1261] MDA       Air Force Other DoD DLA       Army      Army      Air Force
##  [1268] Army      Navy      Army      Army      Other DoD Other DoD Navy     
##  [1275] Air Force Air Force Navy      Army      DLA       Air Force Army     
##  [1282] Army      Navy      Army      Navy      Air Force Navy      Army     
##  [1289] DLA       DLA       Army      DLA       Army      Other DoD Navy     
##  [1296] DLA       DLA       DLA       DLA       Army      Army      Navy     
##  [1303] Army      Army      Navy      Other DoD Navy      MDA       DLA      
##  [1310] Navy      Air Force Other DoD Air Force DLA       DLA       Navy     
##  [1317] Navy      Army      Navy      Navy      Navy      Army      Army     
##  [1324] Navy      Navy      Army      Navy      Army      DLA       Army     
##  [1331] Navy      Army      Air Force Army      Army      Air Force Air Force
##  [1338] DLA       Army      Air Force Army      DLA       Navy      Army     
##  [1345] Other DoD Air Force Army      Air Force Army      Navy      Army     
##  [1352] Navy      Air Force DLA       Army      Other DoD Navy      Navy     
##  [1359] Navy      Other DoD Army      Army      DLA       Army      Navy     
##  [1366] Navy      Army      Army      Navy      Navy      Army      Navy     
##  [1373] Army      Navy      Army      Air Force Air Force Other DoD Army     
##  [1380] Air Force Army      Navy      DLA       Navy      Navy      Navy     
##  [1387] Navy      DLA       Army      Navy      Navy      Navy      Navy     
##  [1394] Army      DLA       Other DoD Navy      Army      Navy      Army     
##  [1401] Army      Army      DLA       Air Force DLA       Army      Army     
##  [1408] DLA       Other DoD Navy      Air Force DLA       Navy      Army     
##  [1415] Navy      Air Force Air Force Other DoD Army      Other DoD DLA      
##  [1422] Navy      Navy      Army      Navy      Army      Navy      Air Force
##  [1429] Navy      Air Force Air Force Navy      Air Force Army      DLA      
##  [1436] Army      Navy      Army      Army      Air Force Navy      DLA      
##  [1443] Other DoD Army      Navy      Army      Navy      Army      Army     
##  [1450] Army      Army      Other DoD Navy      Navy      Air Force Army     
##  [1457] Navy      Army      Army      Navy      Army      Other DoD Air Force
##  [1464] Navy      Air Force Army      Other DoD Navy      Other DoD Army     
##  [1471] Army      Navy      Navy      Navy      Navy      Other DoD Air Force
##  [1478] DLA       DLA       Other DoD DLA       Navy      Army      Army     
##  [1485] Army      Army      Army      Army      Army      Army      DLA      
##  [1492] Navy      DLA       Navy      DLA       DLA       Navy      DLA      
##  [1499] Army      Army      Navy      Navy      Air Force Navy      DLA      
##  [1506] Air Force Other DoD Air Force Army      Other DoD Navy      Navy     
##  [1513] Other DoD Navy      Army      Air Force Army      Air Force Navy     
##  [1520] Navy      Navy      Navy      Air Force Navy      Air Force Air Force
##  [1527] Navy      Other DoD Navy      Navy      Army      Army      DLA      
##  [1534] Other DoD DLA       Air Force DLA       Army      Navy      Army     
##  [1541] Navy      DLA       Navy      Navy      Other DoD Navy      Navy     
##  [1548] Navy      Army      Army      DLA       Navy      Army      Air Force
##  [1555] Navy      Navy      Army      Navy      Air Force Navy      Navy     
##  [1562] DLA       Army      Navy      Army      Air Force Air Force Other DoD
##  [1569] Army      Army      Navy      Other DoD Air Force Other DoD Navy     
##  [1576] Other DoD Army      Air Force DLA       Navy      Army      Army     
##  [1583] Army      Air Force Army      Air Force Navy      Army      Navy     
##  [1590] Navy      DLA       DLA       Navy      Army      DLA       Air Force
##  [1597] Army      Army      Navy      Air Force DLA       Navy      Air Force
##  [1604] Army      Army      Army      Other DoD Air Force Army      DLA      
##  [1611] Navy      Navy      Army      Army      Army      Army      Navy     
##  [1618] Army      Army      Army      Air Force Navy      Army      Army     
##  [1625] MDA       Navy      DLA       Army      Army      Navy      Air Force
##  [1632] Army      DLA       Air Force Navy      Air Force Army      Army     
##  [1639] Other DoD Navy      Army      Other DoD DLA       Air Force Other DoD
##  [1646] Navy      Army      Air Force Navy      Other DoD Air Force Other DoD
##  [1653] Army      Army      Other DoD Air Force Navy      Air Force Army     
##  [1660] Navy      Army      Other DoD DLA       Army      Navy      Air Force
##  [1667] Air Force DLA       Navy      Air Force Army      Army      Army     
##  [1674] Air Force DLA       DLA       Navy      Army      Navy      Air Force
##  [1681] Navy      Army      Other DoD Air Force Air Force DLA       Air Force
##  [1688] Air Force DLA       Navy      Air Force Navy      Army      Air Force
##  [1695] Air Force Air Force Other DoD Navy      Air Force Army      Navy     
##  [1702] Air Force Air Force Other DoD Air Force Navy      Army      Navy     
##  [1709] Air Force Navy      DLA       Navy      Army      Other DoD Army     
##  [1716] Air Force Other DoD DLA       Army      Other DoD Navy      Air Force
##  [1723] DLA       Air Force Navy      DLA       Army      Other DoD MDA      
##  [1730] Other DoD Navy      Other DoD DLA       Air Force Navy      Navy     
##  [1737] Air Force DLA       Air Force Army      Army      DLA       Army     
##  [1744] Navy      Navy      Air Force Army      Navy      DLA       DLA      
##  [1751] Air Force Other DoD Other DoD Navy      DLA       Army      DLA      
##  [1758] Navy      Air Force Navy      Air Force Air Force Air Force Army     
##  [1765] Air Force Army      Army      Navy      Other DoD DLA       Army     
##  [1772] Navy      Navy      Army      Army      Navy      Army      Navy     
##  [1779] Navy      Other DoD Other DoD Army      DLA       Army      Army     
##  [1786] Navy      Navy      DLA       Army      Air Force Army      DLA      
##  [1793] Air Force Army      Navy      Navy      Army      Other DoD Air Force
##  [1800] Army      Army      Navy      Air Force Air Force Army      Other DoD
##  [1807] Air Force Navy      Air Force DLA       Navy      Navy      Air Force
##  [1814] Army      Army      Other DoD Army      Navy      Air Force Navy     
##  [1821] Navy      Air Force Army      Army      Army      Navy      Air Force
##  [1828] Navy      Navy      Navy      Navy      DLA       Navy      Navy     
##  [1835] Army      Army      DLA       DLA       Navy      Air Force Army     
##  [1842] Other DoD Army      Navy      Navy      DLA       Other DoD Navy     
##  [1849] Air Force Army      Navy      Army      Army      Other DoD Navy     
##  [1856] Army      Air Force DLA       Army      Army      Navy      Army     
##  [1863] Navy      Air Force Navy      Army      Air Force Navy      Navy     
##  [1870] Army      DLA       Navy      Army      Navy      DLA       Army     
##  [1877] Army      Other DoD DLA       Navy      Army      Army      DLA      
##  [1884] Other DoD Army      Navy      Navy      Air Force DLA       Other DoD
##  [1891] DLA       Navy      Army      Navy      Army      Army      Army     
##  [1898] Air Force DLA       Air Force Air Force Army      DLA       Other DoD
##  [1905] Air Force Navy      DLA       Other DoD DLA       Army      Army     
##  [1912] Army      Other DoD Navy      Army      Other DoD Army      Army     
##  [1919] Other DoD Army      Navy      Navy      Air Force DLA       Army     
##  [1926] Army      Army      Other DoD Army      Army      Army      Air Force
##  [1933] Air Force DLA       DLA       Other DoD Navy      Army      DLA      
##  [1940] Army      Navy      Navy      Air Force Air Force Air Force Navy     
##  [1947] Navy      Army      Army      Army      Air Force Navy      DLA      
##  [1954] Army      Air Force Army      Navy      Navy      Army      Other DoD
##  [1961] Army      Navy      Army      Navy      Navy      Army      Navy     
##  [1968] Army      Army      Army      Army      Navy      Other DoD Air Force
##  [1975] Army      Army      Other DoD Other DoD Army      Navy      DLA      
##  [1982] Air Force Other DoD Navy      DLA       Air Force Air Force Army     
##  [1989] Navy      Other DoD Other DoD Air Force Army      DLA       Navy     
##  [1996] Other DoD Army      DLA       Army      Navy      Navy      Navy     
##  [2003] DLA       Navy      Army      DLA       Air Force Navy      Other DoD
##  [2010] Army      Army      Navy      Air Force Army      Army      Navy     
##  [2017] Navy      Navy      Air Force Army      Other DoD Air Force Air Force
##  [2024] Army      Army      Navy      Navy      Other DoD Air Force Air Force
##  [2031] Army      Air Force DLA       DLA       Air Force Other DoD Army     
##  [2038] Navy      DLA       Army      Air Force Navy      Air Force DLA      
##  [2045] DLA       DLA       Army      Air Force Navy      DLA       Air Force
##  [2052] Navy      Navy      DLA       Navy      Army      Air Force Navy     
##  [2059] DLA       Army      Navy      Army      Navy      Army      Air Force
##  [2066] Army      Navy      Army      Other DoD Army      DLA       Other DoD
##  [2073] Navy      DLA       Air Force Air Force Navy      Navy      Air Force
##  [2080] Navy      Other DoD Navy      Other DoD Army      Navy      Navy     
##  [2087] Army      DLA       Army      Navy      DLA       Navy      Navy     
##  [2094] Army      Other DoD Air Force DLA       Navy      Air Force Navy     
##  [2101] Navy      Navy      Navy      DLA       Air Force DLA       Army     
##  [2108] Army      Navy      Navy      Navy      Army      Navy      Navy     
##  [2115] DLA       DLA       Navy      Navy      Air Force Air Force Navy     
##  [2122] Army      Army      Air Force Other DoD Other DoD Army      Navy     
##  [2129] Army      Navy      Army      Air Force Other DoD Other DoD DLA      
##  [2136] Navy      Navy      Army      Navy      Army      Navy      Army     
##  [2143] DLA       Other DoD Army      Navy      Navy      Army      Air Force
##  [2150] Air Force DLA       DLA       Army      Navy      Navy      Other DoD
##  [2157] Navy      Army      Other DoD Navy      DLA       DLA       DLA      
##  [2164] Navy      Army      Army      DLA       Navy      DLA       Other DoD
##  [2171] Navy      Navy      Navy      Other DoD Army      Navy      Army     
##  [2178] Navy      Navy      DLA       DLA       Navy      Navy      DLA      
##  [2185] Air Force Navy      Air Force Army      Army      Air Force DLA      
##  [2192] Navy      Army      Army      Navy      Air Force Navy      Navy     
##  [2199] Army      Navy      Army      Army      Air Force DLA       Other DoD
##  [2206] Army      Army      DLA       Navy      Navy      Air Force Other DoD
##  [2213] Army      Navy      Air Force Army      Air Force Other DoD DLA      
##  [2220] Army      Air Force Air Force DLA       Army      Navy      Army     
##  [2227] Army      Navy      DLA       Navy      Army      Air Force Other DoD
##  [2234] Army      Army      DLA       Army      Other DoD DLA       Army     
##  [2241] DLA       Navy      Army      Navy      Navy      Navy      Army     
##  [2248] Army      Air Force Navy      Air Force Army      Navy      Army     
##  [2255] Army      Air Force Air Force Navy      Other DoD Other DoD Navy     
##  [2262] Army      Army      Army      Navy      Navy      Army      Air Force
##  [2269] Air Force Army      Army      Air Force Army      Other DoD Navy     
##  [2276] Army      Navy      Air Force Army      Army      Air Force Navy     
##  [2283] Other DoD Army      DLA       Army      Army      Army      Navy     
##  [2290] Army      Navy      Air Force DLA       Army      Navy      Navy     
##  [2297] DLA       Air Force Other DoD Air Force Navy      Army      DLA      
##  [2304] Other DoD Other DoD DLA       DLA       Army      Navy      Other DoD
##  [2311] Army      Air Force Navy      Army      Army      Navy      Navy     
##  [2318] Navy      Navy      Navy      Army      Navy      Air Force DLA      
##  [2325] Other DoD Navy      Other DoD Other DoD Air Force Army      Air Force
##  [2332] Army      Other DoD Air Force Army      Air Force DLA       Navy     
##  [2339] DLA       Army      DLA       Navy      DLA       Army      Army     
##  [2346] Navy      DLA       Navy      DLA       DLA       Navy      Army     
##  [2353] Army      Navy      Navy      Air Force Navy      Army      Army     
##  [2360] Other DoD Air Force Air Force Navy      Navy      Army      Air Force
##  [2367] Navy      Army      DLA       Army      Navy      Army      Army     
##  [2374] Army      DLA       Navy      Air Force Army      Navy      Army     
##  [2381] DLA       Air Force Navy      Navy      Navy      Army      Army     
##  [2388] Navy      Air Force DLA       Air Force Air Force DLA       Air Force
##  [2395] Navy      Army      Air Force Navy      Army      Navy      Navy     
##  [2402] Army      Air Force Navy      Air Force Army      Air Force Air Force
##  [2409] Air Force Army      Other DoD Navy      Other DoD Other DoD Army     
##  [2416] Air Force Navy      Navy      Air Force Army      Other DoD Other DoD
##  [2423] Navy      Army      Army      Navy      Other DoD Army      Navy     
##  [2430] Air Force Air Force Other DoD Other DoD Air Force DLA       Army     
##  [2437] Navy      DLA       DLA       DLA       Army      Navy      Army     
##  [2444] DLA       Air Force Navy      Navy      Air Force Other DoD Other DoD
##  [2451] Navy      Army      Navy      Army      Army      Air Force Other DoD
##  [2458] Army      Army      Air Force Army      Navy      Air Force DLA      
##  [2465] DLA       Army      Navy      Navy      Navy      Navy      DLA      
##  [2472] Other DoD Navy      Army      DLA       Army      Army      Navy     
##  [2479] DLA       Air Force DLA       Navy      Navy      Navy      Army     
##  [2486] Army      Navy      Navy      Air Force Army      Air Force DLA      
##  [2493] Army      Navy      Army      DLA       Army      Navy      Army     
##  [2500] Navy      DLA       DLA       Navy      Navy      Army      Navy     
##  [2507] Navy      Army      Navy      Army      Other DoD Army      DLA      
##  [2514] DLA       Air Force Army      Navy      Army      Army      Air Force
##  [2521] Navy      Army      Army      Navy      DLA       Air Force Army     
##  [2528] Army      Army      Army      Air Force Air Force Army      Air Force
##  [2535] Air Force Navy      Army      Army      Air Force Army      Army     
##  [2542] Other DoD Other DoD DLA       Air Force DLA       Army      Air Force
##  [2549] DLA       DLA       Navy      Army      Army      Air Force DLA      
##  [2556] Army      Army      Army      Air Force Navy      Navy      Other DoD
##  [2563] Army      DLA       Navy      MDA       Air Force Navy      Other DoD
##  [2570] Army      Air Force Navy      Army      Navy      Air Force Navy     
##  [2577] DLA       Navy      Navy      Army      Army      Air Force Army     
##  [2584] Air Force Army      Army      DLA       Air Force Air Force Army     
##  [2591] Air Force DLA       Army      Air Force Army      Other DoD Army     
##  [2598] Navy      Air Force Navy      Other DoD DLA       Navy      DLA      
##  [2605] Navy      Air Force Army      Navy      Navy      Other DoD Air Force
##  [2612] Other DoD Navy      DLA       Navy      Army      Army      Other DoD
##  [2619] Other DoD Navy      Army      Other DoD Navy      Air Force Other DoD
##  [2626] Air Force Navy      Army      Army      Air Force Navy      Army     
##  [2633] Army      Air Force Other DoD DLA       Navy      Army      Army     
##  [2640] Army      Navy      DLA       Navy      Navy      MDA       Air Force
##  [2647] Navy      DLA       Navy      Air Force Army      Other DoD Army     
##  [2654] DLA       Navy      Army      Air Force Navy      Other DoD Navy     
##  [2661] Navy      Navy      Army      Army      Army      Navy      Navy     
##  [2668] Navy      Army      Army      DLA       Army      Navy      Air Force
##  [2675] Army      DLA       Air Force Army      DLA       Other DoD Army     
##  [2682] Other DoD Navy      Navy      Army      Navy      Navy      Navy     
##  [2689] Air Force Army      Air Force Other DoD Other DoD Other DoD Navy     
##  [2696] Army      DLA       DLA       Other DoD Navy      Navy      Other DoD
##  [2703] Army      Air Force Navy      Air Force Navy      Navy      Navy     
##  [2710] Navy      DLA       Other DoD Army      Air Force Navy      Navy     
##  [2717] Army      Navy      Navy      DLA       Army      Air Force Air Force
##  [2724] Army      Navy      Air Force Navy      Army      Navy      DLA      
##  [2731] Navy      Navy      DLA       Navy      DLA       Navy      Army     
##  [2738] Air Force DLA       Air Force Army      DLA       Army      Army     
##  [2745] Other DoD Navy      Other DoD Army      Navy      Army      DLA      
##  [2752] Army      Navy      Other DoD Army      Navy      Air Force Army     
##  [2759] Army      DLA       Other DoD Navy      Army      DLA       Air Force
##  [2766] Army      Navy      DLA       Air Force Air Force MDA       Navy     
##  [2773] Army      DLA       Army      Army      Army      Other DoD Air Force
##  [2780] Army      Navy      Army      DLA       Army      Army      Navy     
##  [2787] Army      Army      Navy      Army      Army      Army      Army     
##  [2794] Other DoD DLA       Navy      Other DoD Army      Air Force Air Force
##  [2801] DLA       Army      DLA       Navy      DLA       DLA       DLA      
##  [2808] DLA       Air Force Navy      Navy      Air Force Air Force Air Force
##  [2815] DLA       Air Force Other DoD Navy      Other DoD Other DoD Army     
##  [2822] Army      Army      Navy      Air Force Navy      Air Force Air Force
##  [2829] Navy      Air Force Navy      Navy      Army      Navy      Army     
##  [2836] Army      DLA       Army      Navy      DLA       Army      DLA      
##  [2843] Air Force Army      Army      Air Force Army      DLA       Navy     
##  [2850] Other DoD Army      Other DoD Air Force Navy      Navy      DLA      
##  [2857] Army      Other DoD Army      Army      Army      Other DoD Army     
##  [2864] Army      Air Force Air Force Air Force MDA       Navy      Army     
##  [2871] DLA       Navy      Air Force DLA       Navy      Navy      Army     
##  [2878] Air Force Army      Navy      Army      Other DoD DLA       Army     
##  [2885] Air Force DLA       Army      DLA       Navy      Other DoD Army     
##  [2892] Army      Other DoD DLA       DLA       Other DoD Navy      Navy     
##  [2899] Navy      Army      Air Force Other DoD Air Force Other DoD Navy     
##  [2906] DLA       Army      Air Force Army      DLA       MDA       Navy     
##  [2913] Army      Navy      Navy      Army      Army      Navy      Navy     
##  [2920] Navy      Army      Navy      Army      Navy      DLA       Other DoD
##  [2927] Air Force Navy      Navy      Air Force Army      Army      Air Force
##  [2934] Navy      Army      Army      Army      Air Force Air Force Air Force
##  [2941] Army      Air Force Navy      Navy      Army      Navy      Air Force
##  [2948] Other DoD Army      Navy      Army      Other DoD Army      DLA      
##  [2955] Navy      DLA       Air Force Other DoD Army      Air Force Army     
##  [2962] DLA       Army      Navy      Navy      Army      Navy      DLA      
##  [2969] Army      Other DoD Army      Army      Air Force Army      Air Force
##  [2976] Navy      Army      DLA       Navy      Air Force Navy      Air Force
##  [2983] Army      Navy      Navy      DLA       Air Force Air Force Army     
##  [2990] Navy      Air Force Navy      Army      Army      Navy      DLA      
##  [2997] Air Force Air Force Air Force Army      Air Force Air Force Air Force
##  [3004] Army      Navy      DLA       Other DoD Air Force Army      Air Force
##  [3011] Navy      Air Force Navy      Navy      DLA       Navy      Army     
##  [3018] DLA       Navy      Army      Other DoD Air Force Other DoD Army     
##  [3025] Other DoD DLA       Army      Army      DLA       Other DoD Air Force
##  [3032] Air Force Army      Air Force Army      Air Force Navy      Army     
##  [3039] Army      Navy      Air Force Navy      DLA       Army      Navy     
##  [3046] Air Force Army      Air Force Army      Army      Navy      Navy     
##  [3053] Army      Army      Army      DLA       Navy      Navy      Army     
##  [3060] Navy      Navy      Air Force Army      Navy      Army      Navy     
##  [3067] Navy      Navy      Army      DLA       Army      Air Force Air Force
##  [3074] DLA       Navy      Air Force Army      Other DoD Air Force Navy     
##  [3081] Air Force DLA       Air Force Navy      Air Force DLA       Navy     
##  [3088] Navy      Other DoD Army      Army      DLA       Navy      Navy     
##  [3095] Other DoD Navy      Other DoD Navy      Army      Air Force Army     
##  [3102] Navy      Air Force Other DoD Navy      Navy      MDA       Air Force
##  [3109] Other DoD Army      Army      DLA       Army      Air Force DLA      
##  [3116] Navy      Other DoD Army      Navy      Other DoD Other DoD Army     
##  [3123] Navy      Air Force Army      Air Force Other DoD Army      Air Force
##  [3130] Navy      Navy      Army      Other DoD Air Force Navy      Navy     
##  [3137] Army      Other DoD Air Force Navy      Army      Army      Navy     
##  [3144] Air Force DLA       Army      Army      DLA       Air Force Navy     
##  [3151] Air Force Army      Navy      Air Force Air Force Navy      Air Force
##  [3158] Other DoD Navy      Army      DLA       Army      Air Force Navy     
##  [3165] Army      Air Force Air Force DLA       Navy      Army      Army     
##  [3172] Navy      Navy      Air Force Army      Navy      Army      Army     
##  [3179] DLA       Army      Navy      Other DoD Army      Navy      Army     
##  [3186] DLA       DLA       DLA       Army      Navy      Navy      DLA      
##  [3193] DLA       DLA       Army      Army      Navy      Navy      Air Force
##  [3200] Army      DLA       DLA       Navy      Air Force DLA       DLA      
##  [3207] Air Force Other DoD Air Force Air Force Army      Navy      Navy     
##  [3214] Army      Air Force Navy      Navy      Army      Army      Air Force
##  [3221] Air Force Other DoD Army      Army      Navy      Army      Army     
##  [3228] Army      Navy      Army      Army      Air Force DLA       Navy     
##  [3235] Army      Army      Navy      Air Force Navy      Navy      Air Force
##  [3242] Navy      Air Force Army      Air Force Army      DLA       DLA      
##  [3249] Army      Navy      Navy      Other DoD Air Force Air Force Army     
##  [3256] Army      DLA       DLA       Navy      Army      Army      DLA      
##  [3263] DLA       Navy      Air Force Army      Army      Air Force DLA      
##  [3270] Navy      DLA       Other DoD Navy      Air Force DLA       Army     
##  [3277] Navy      Army      DLA       Army      DLA       Navy      DLA      
##  [3284] Navy      Navy      Navy      Navy      Army      DLA       DLA      
##  [3291] Navy      Navy      Army      Army      DLA       Air Force Army     
##  [3298] Other DoD Air Force Navy      Army      Army      DLA       Navy     
##  [3305] DLA       Navy      Navy      DLA       DLA       Army      Air Force
##  [3312] Air Force Navy      Air Force Air Force Navy      DLA       Army     
##  [3319] Navy      Army      Navy      Army      Navy      Army      DLA      
##  [3326] Army      DLA       Air Force Other DoD DLA       Air Force DLA      
##  [3333] Other DoD Navy      Army      Navy      Navy      Army      Navy     
##  [3340] Air Force DLA       Other DoD Navy      Other DoD Navy      Navy     
##  [3347] Navy      DLA       Army      Army      Army      Army      Air Force
##  [3354] Army      Army      Army      Air Force Army      Navy      DLA      
##  [3361] Army      Navy      Other DoD Air Force Army      Army      Air Force
##  [3368] Other DoD Army      Army      Army      DLA       Air Force Army     
##  [3375] DLA       DLA       Other DoD Air Force Navy      Army      Other DoD
##  [3382] Army      DLA       Navy      Army      Air Force MDA       Army     
##  [3389] Navy      Army      Navy      DLA       Army      Navy      Navy     
##  [3396] Navy      Air Force DLA       Army      Air Force Army      DLA      
##  [3403] DLA       Army      Army      Other DoD DLA       Air Force Army     
##  [3410] Other DoD Army      Air Force Other DoD Other DoD Army      Army     
##  [3417] Navy      Navy      Air Force Army      Army      DLA       Air Force
##  [3424] Air Force Army      Army      Army      Navy      Navy      DLA      
##  [3431] Army      DLA       Army      Army      Air Force Air Force Army     
##  [3438] Air Force Army      DLA       DLA       Navy      Army      DLA      
##  [3445] DLA       Air Force Army      Air Force Air Force Navy      DLA      
##  [3452] DLA       Army      DLA       Air Force Army      Other DoD Navy     
##  [3459] Navy      Other DoD Navy      DLA       Other DoD Army      Army     
##  [3466] Other DoD Army      DLA       Navy      Air Force Navy      Army     
##  [3473] Navy      Navy      Air Force Army      DLA       Army      Air Force
##  [3480] DLA       Army      Air Force Air Force Navy      DLA       Navy     
##  [3487] Air Force Navy      Army      Air Force Air Force Navy      Army     
##  [3494] Air Force Army      DLA       Army      Air Force DLA       Air Force
##  [3501] Army      Navy      Army      Navy      Navy      Navy      Army     
##  [3508] Air Force Navy      Army      Army      Air Force DLA       Other DoD
##  [3515] Other DoD DLA       Army      Army      Other DoD Other DoD Army     
##  [3522] Army      Navy      Other DoD DLA       Navy      DLA       Navy     
##  [3529] Navy      Army      Air Force Air Force Air Force Air Force Other DoD
##  [3536] Other DoD DLA       Air Force Army      DLA       Air Force Air Force
##  [3543] Army      Air Force Other DoD Army      DLA       Navy      Army     
##  [3550] Army      Navy      Other DoD Army      Army      Navy      Army     
##  [3557] Army      Navy      Air Force Army      Navy      Air Force DLA      
##  [3564] Army      Air Force DLA       Army      Navy      Army      Other DoD
##  [3571] Air Force DLA       Army      Army      Other DoD Air Force Army     
##  [3578] Navy      Navy      Air Force Air Force Army      Other DoD Army     
##  [3585] DLA       Other DoD Navy      Other DoD Navy      Army      Army     
##  [3592] Army      Army      Navy      Army      Air Force Air Force Air Force
##  [3599] Army      DLA       Navy      DLA       Army      DLA       Air Force
##  [3606] Navy      Air Force Army      DLA       Army      Air Force DLA      
##  [3613] Other DoD Army      Army      Navy      Army      DLA       Air Force
##  [3620] DLA       Navy      Army      DLA       Other DoD Navy      Army     
##  [3627] DLA       Other DoD Navy      Army      DLA       Navy      Navy     
##  [3634] Air Force Other DoD Air Force DLA       Other DoD Navy      Other DoD
##  [3641] Navy      DLA       Other DoD Navy      Army      Navy      Army     
##  [3648] Air Force Army      Air Force Other DoD Air Force Navy      Other DoD
##  [3655] DLA       Army      Other DoD Army      DLA       Navy      Army     
##  [3662] Army      Army      Navy      Navy      DLA       DLA       Army     
##  [3669] Other DoD DLA       Other DoD Air Force DLA       Navy      Army     
##  [3676] Other DoD Army      Navy      Army      Air Force Army      Navy     
##  [3683] DLA       Navy      Army      Navy      Other DoD Other DoD Navy     
##  [3690] Navy      Army      DLA       DLA       Army      DLA       Navy     
##  [3697] Air Force DLA       Navy      Navy      Other DoD Army      Navy     
##  [3704] Army      Navy      Navy      Other DoD DLA       Army      Air Force
##  [3711] Navy      Army      Army      Air Force Other DoD Air Force DLA      
##  [3718] Army      Air Force Navy      Army      Navy      DLA       Air Force
##  [3725] Other DoD Air Force DLA       DLA       DLA       Army      Army     
##  [3732] Navy      Army      Army      Navy      Navy      Air Force Army     
##  [3739] Other DoD Navy      Army      Navy      Navy      Navy      Navy     
##  [3746] Navy      Other DoD Army      Navy      Air Force Other DoD DLA      
##  [3753] Navy      Army      DLA       Army      Navy      Navy      Navy     
##  [3760] Navy      Army      Air Force Navy      Navy      Army      Army     
##  [3767] DLA       Army      Army      Air Force Air Force Army      Army     
##  [3774] Navy      Navy      DLA       DLA       Army      Army      Air Force
##  [3781] DLA       Air Force Other DoD Air Force Navy      DLA       Army     
##  [3788] Army      Army      Army      Army      Army      Army      DLA      
##  [3795] Air Force Navy      Army      DLA       Army      Army      Army     
##  [3802] Air Force Navy      Army      Navy      Army      Navy      Navy     
##  [3809] Navy      Air Force Army      Army      Air Force Air Force Army     
##  [3816] Air Force DLA       Navy      DLA       Army      Army      Navy     
##  [3823] DLA       Army      DLA       Air Force Army      Army      Army     
##  [3830] Air Force Air Force Navy      Navy      DLA       DLA       Navy     
##  [3837] Army      Other DoD Air Force Army      Navy      Air Force Air Force
##  [3844] Air Force Army      DLA       Army      Other DoD DLA       DLA      
##  [3851] Army      Air Force DLA       DLA       Navy      Army      Navy     
##  [3858] DLA       Navy      Air Force Navy      Army      Navy      DLA      
##  [3865] Navy      Navy      Army      Other DoD Army      Army      Army     
##  [3872] Army      Air Force DLA       Air Force Army      Navy      Army     
##  [3879] Air Force Navy      Army      Air Force DLA       Army      Navy     
##  [3886] Army      Air Force Army      Navy      Navy      Army      Army     
##  [3893] Navy      Army      DLA       Army      Army      Air Force Navy     
##  [3900] Navy      Navy      Army      DLA       Air Force DLA       Army     
##  [3907] Army      Army      DLA       Navy      Army      Navy      Navy     
##  [3914] Navy      Other DoD Navy      DLA       Army      DLA       Air Force
##  [3921] Army      DLA       Navy      Navy      Navy      Army      Navy     
##  [3928] Army      Army      Navy      DLA       Navy      Air Force Navy     
##  [3935] Air Force Navy      Air Force Army      DLA       Other DoD Navy     
##  [3942] Other DoD Air Force Navy      DLA       Navy      DLA       Navy     
##  [3949] Army      Navy      Army      Other DoD Other DoD Army      Other DoD
##  [3956] Air Force Army      Navy      Army      DLA       Air Force Army     
##  [3963] Army      Navy      Navy      Army      Navy      Navy      Navy     
##  [3970] Air Force Other DoD Army      Navy      Other DoD Navy      Other DoD
##  [3977] Other DoD DLA       Navy      Navy      Other DoD Air Force Navy     
##  [3984] Navy      Other DoD DLA       Other DoD Army      Navy      Other DoD
##  [3991] Air Force Navy      Army      DLA       DLA       Navy      Navy     
##  [3998] Army      Army      Navy      Army      Air Force DLA       Air Force
##  [4005] Air Force Army      Army      Army      Air Force Army      Army     
##  [4012] Air Force Army      Army      DLA       Air Force Army      Army     
##  [4019] DLA       Army      Navy      DLA       Navy      Navy      DLA      
##  [4026] Air Force Navy      Army      Army      DLA       Air Force Other DoD
##  [4033] DLA       Air Force Navy      Navy      Other DoD Army      Air Force
##  [4040] Navy      DLA       Other DoD Navy      Army      Navy      Navy     
##  [4047] Navy      Navy      Navy      Army      DLA       Army      Army     
##  [4054] Other DoD DLA       Other DoD Navy      Navy      Navy      Navy     
##  [4061] DLA       Other DoD DLA       Air Force DLA       Army      Army     
##  [4068] Army      Army      Army      Navy      Army      Navy      Army     
##  [4075] Other DoD Navy      Navy      Other DoD Air Force Air Force Army     
##  [4082] Army      Air Force Army      Navy      DLA       DLA       DLA      
##  [4089] DLA       Navy      Army      Navy      Army      DLA       Navy     
##  [4096] Air Force Army      Navy      Army      DLA       Air Force Other DoD
##  [4103] Air Force Navy      DLA       Other DoD Air Force Navy      Navy     
##  [4110] Navy      Navy      Navy      Air Force Army      Air Force DLA      
##  [4117] Navy      Navy      Army      Army      DLA       Army      Navy     
##  [4124] Navy      Army      Navy      Air Force Other DoD Air Force Army     
##  [4131] Air Force DLA       Army      Air Force Air Force Army      Navy     
##  [4138] Army      Air Force Army      Navy      DLA       Army      Air Force
##  [4145] DLA       DLA       Navy      Navy      DLA       Other DoD Army     
##  [4152] Army      DLA       Army      Navy      Navy      Air Force Air Force
##  [4159] Air Force Navy      Navy      Air Force Army      DLA       Navy     
##  [4166] Other DoD Navy      Air Force Other DoD Navy      Navy      Army     
##  [4173] Navy      DLA       Air Force Army      MDA       DLA       Air Force
##  [4180] Army      Air Force Other DoD Navy      Other DoD Air Force Army     
##  [4187] Navy      Army      Air Force Army      DLA       Navy      Other DoD
##  [4194] DLA       Navy      Other DoD Other DoD Navy      Navy      Army     
##  [4201] DLA       Navy      Army      Army      Navy      Other DoD Army     
##  [4208] Other DoD Other DoD DLA       DLA       Navy      Air Force Navy     
##  [4215] Other DoD Army      Navy      Navy      DLA       Navy      Army     
##  [4222] Army      Navy      Army      Navy      DLA       Navy      Navy     
##  [4229] DLA       Army      DLA       Army      Air Force DLA       Army     
##  [4236] Navy      Army      Army      Army      Army      Air Force Navy     
##  [4243] DLA       Army      Other DoD Army      Other DoD Army      Army     
##  [4250] Air Force Army      Air Force Army      DLA       DLA       Army     
##  [4257] Army      Other DoD Army      Navy      Navy      Army      Air Force
##  [4264] Army      Navy      Air Force Other DoD Air Force Army      Navy     
##  [4271] DLA       Air Force Army      Navy      Air Force Air Force Army     
##  [4278] Navy      Army      Air Force Navy      Army      Army      Navy     
##  [4285] Navy      Other DoD Navy      Navy      Army      Navy      Navy     
##  [4292] Air Force Air Force Other DoD Army      Navy      DLA       Navy     
##  [4299] Air Force Army      DLA       Navy      DLA       DLA       Other DoD
##  [4306] Army      Navy      Navy      Army      DLA       Other DoD Air Force
##  [4313] Army      DLA       Navy      Army      Other DoD Army      Other DoD
##  [4320] DLA       Army      DLA       Navy      Air Force Navy      Air Force
##  [4327] Navy      Other DoD Army      Other DoD DLA       DLA       Navy     
##  [4334] Army      Army      Army      DLA       Navy      Air Force Other DoD
##  [4341] Navy      Navy      DLA       Navy      Air Force Navy      Army     
##  [4348] Navy      Army      Army      Navy      Army      Army      Air Force
##  [4355] Army      Other DoD Other DoD Army      Air Force Air Force DLA      
##  [4362] Army      Army      Army      DLA       Other DoD Air Force Navy     
##  [4369] Navy      Air Force Army      Army      Air Force Navy      Navy     
##  [4376] Army      Navy      Army      Navy      Navy      Air Force Navy     
##  [4383] DLA       Air Force Army      Army      Army      Army      Army     
##  [4390] Army      DLA       Air Force Air Force Air Force DLA       Army     
##  [4397] Air Force Air Force Other DoD Air Force Army      Army      DLA      
##  [4404] Navy      Air Force Other DoD Air Force Navy      Air Force DLA      
##  [4411] Army      Army      Other DoD Army      DLA       Air Force DLA      
##  [4418] Army      Army      Army      Navy      Navy      Navy      DLA      
##  [4425] DLA       DLA       Army      Air Force Other DoD Army      Army     
##  [4432] Navy      Navy      Army      DLA       Navy      DLA       Other DoD
##  [4439] Air Force Air Force Other DoD Army      Army      Navy      Air Force
##  [4446] Navy      Air Force Other DoD Navy      Army      DLA       Army     
##  [4453] Air Force DLA       Air Force DLA       Other DoD Army      DLA      
##  [4460] Navy      Navy      Air Force Air Force Air Force Air Force Army     
##  [4467] DLA       Navy      Air Force Army      DLA       Army      Army     
##  [4474] Army      Other DoD Other DoD Army      Air Force Army      Air Force
##  [4481] DLA       Other DoD DLA       Navy      Army      Other DoD Army     
##  [4488] Other DoD DLA       Navy      Navy      Navy      Army      Army     
##  [4495] Army      DLA       Army      Navy      Army      DLA       DLA      
##  [4502] Navy      DLA       Air Force Army      Air Force Navy      DLA      
##  [4509] Air Force Army      DLA       Army      Air Force Army      Army     
##  [4516] Other DoD Navy      Air Force Navy      Navy      DLA       Navy     
##  [4523] Navy      Air Force Navy      Navy      Navy      Air Force Navy     
##  [4530] Other DoD Navy      Navy      DLA       Army      Navy      Army     
##  [4537] DLA       Army      Army      Navy      Navy      DLA       Air Force
##  [4544] Other DoD Navy      Army      Army      Navy      Air Force Navy     
##  [4551] Air Force Army      Air Force DLA       Navy      Navy      Air Force
##  [4558] Army      Navy      Navy      Army      Navy      Air Force Air Force
##  [4565] Navy      Navy      Navy      Navy      Navy      Air Force Army     
##  [4572] DLA       DLA       Navy      Army      Army      DLA       Navy     
##  [4579] Navy      Other DoD Army      Navy      Navy      Army      Navy     
##  [4586] Air Force DLA       DLA       Army      Navy      Army      Army     
##  [4593] Air Force Navy      Air Force Other DoD Army      DLA       Air Force
##  [4600] DLA       Army      Other DoD DLA       Air Force Air Force Other DoD
##  [4607] Air Force Other DoD Other DoD Army      Air Force Army      Air Force
##  [4614] DLA       Army      Other DoD Air Force DLA       Other DoD Navy     
##  [4621] DLA       Air Force Navy      DLA       Air Force Army      Army     
##  [4628] Army      Air Force Army      Army      Air Force Air Force Army     
##  [4635] Army      Air Force Army      Navy      Other DoD DLA       Navy     
##  [4642] Navy      Army      Army      DLA       DLA       Air Force Army     
##  [4649] Air Force Navy      Other DoD Army      Army      Other DoD Navy     
##  [4656] DLA       Army      Navy      Navy      Army      Air Force Army     
##  [4663] Army      Air Force Army      Navy      Army      Army      Army     
##  [4670] Air Force Air Force Navy      Army      Army      Army      Air Force
##  [4677] Army      Army      Navy      Navy      Army      Navy      Air Force
##  [4684] Navy      Other DoD Air Force DLA       Army      DLA       Army     
##  [4691] Air Force Navy      DLA       Army      Air Force Air Force Army     
##  [4698] Army      Air Force Air Force Air Force Navy      DLA       Other DoD
##  [4705] DLA       Other DoD Air Force Army      Air Force Navy      Army     
##  [4712] Navy      Air Force Army      Army      Army      Army      Navy     
##  [4719] Other DoD Air Force Army      Navy      Navy      DLA       Air Force
##  [4726] Army      DLA       Air Force DLA       Air Force Air Force DLA      
##  [4733] Navy      DLA       DLA       DLA       DLA       Army      Army     
##  [4740] Navy      DLA       Army      Army      Navy      Army      Air Force
##  [4747] Navy      Army      Army      Air Force Air Force Air Force Army     
##  [4754] Air Force Air Force Navy      Navy      DLA       Navy      Army     
##  [4761] Navy      Army      Army      DLA       Army      DLA       Air Force
##  [4768] Air Force Air Force DLA       DLA       Other DoD Army      Air Force
##  [4775] Air Force Navy      Navy      Other DoD Army      Army      DLA      
##  [4782] Navy      Navy      Air Force Army      DLA       Navy      Army     
##  [4789] Army      Army      Navy      Navy      Navy      Army      Army     
##  [4796] Navy      DLA       Army      Army      Other DoD DLA       Air Force
##  [4803] Other DoD Air Force Air Force Navy      Army      Air Force Air Force
##  [4810] Army      Navy      Other DoD DLA       Navy      Air Force Navy     
##  [4817] Navy      Air Force Air Force Air Force Other DoD Army      Navy     
##  [4824] Army      Army      Army      Air Force Army      Army      Navy     
##  [4831] DLA       Other DoD Air Force Army      DLA       Army      DLA      
##  [4838] MDA       DLA       Army      Navy      Air Force DLA       Navy     
##  [4845] Air Force Navy      Air Force Air Force DLA       Other DoD Other DoD
##  [4852] Air Force Air Force Other DoD Other DoD Army      Army      Army     
##  [4859] Navy      Navy      Navy      Army      Navy      Army      Navy     
##  [4866] Air Force Army      Air Force Navy      Navy      Other DoD Army     
##  [4873] Air Force DLA       Army      Army      Navy      Air Force Navy     
##  [4880] Army      Army      Army      Navy      Army      Navy      Navy     
##  [4887] Army      DLA       Army      Air Force DLA       Army      Other DoD
##  [4894] Navy      Navy      Army      Army      Air Force Navy      Other DoD
##  [4901] Navy      Navy      Air Force Army      Air Force Navy      Other DoD
##  [4908] Air Force Army      DLA       Army      Air Force Air Force Army     
##  [4915] Other DoD Air Force Air Force Army      Air Force Army      Army     
##  [4922] Air Force Navy      Navy      Navy      Army      Navy      Army     
##  [4929] Army      Air Force Navy      Army      Other DoD Navy      Navy     
##  [4936] Air Force Navy      Air Force Army      Army      Army      Navy     
##  [4943] Navy      Navy      Air Force DLA       Army      Army      DLA      
##  [4950] Navy      Other DoD Navy      Navy      Navy      Other DoD Air Force
##  [4957] Other DoD Other DoD Air Force Navy      Navy      Navy      DLA      
##  [4964] Navy      Navy      Army      DLA       Navy      Army      Navy     
##  [4971] Army      Navy      Navy      MDA       Navy      Navy      Other DoD
##  [4978] Navy      Air Force DLA       Air Force Navy      DLA       DLA      
##  [4985] DLA       Navy      Air Force Navy      Air Force Army      DLA      
##  [4992] Air Force Air Force Army      Air Force Army      Army      Army     
##  [4999] Navy      Navy      Navy      Army      Air Force Army      Army     
##  [5006] Navy      Army      Other DoD Army      Other DoD Navy      Air Force
##  [5013] Army      DLA       Army      Navy      DLA       Army      Army     
##  [5020] Air Force DLA       Air Force Air Force Army      Air Force Other DoD
##  [5027] DLA       Army      Army      DLA       Air Force Navy      Army     
##  [5034] Air Force Army      DLA       Navy      Navy      DLA       Navy     
##  [5041] Air Force Other DoD Other DoD Navy      Army      Air Force Army     
##  [5048] Army      Air Force Navy      Navy      Navy      DLA       Army     
##  [5055] Army      Army      Navy      Air Force Army      Air Force DLA      
##  [5062] Air Force Air Force Army      Air Force DLA       Air Force Air Force
##  [5069] Army      DLA       Air Force DLA       DLA       Navy      Other DoD
##  [5076] Army      Navy      Army      Other DoD Army      Army      Navy     
##  [5083] Air Force Army      Navy      Air Force Navy      Navy      Air Force
##  [5090] DLA       Army      DLA       Navy      Air Force Navy      Navy     
##  [5097] DLA       Army      Air Force Air Force Navy      Navy      Army     
##  [5104] Army      Navy      Army      Army      Army      Army      Air Force
##  [5111] Other DoD Other DoD Other DoD Navy      Air Force Other DoD Navy     
##  [5118] Army      Army      Army      Navy      Other DoD Other DoD Navy     
##  [5125] Army      Army      Army      Army      Navy      DLA       Navy     
##  [5132] DLA       DLA       Navy      DLA       Navy      Air Force Navy     
##  [5139] Navy      DLA       Army      Air Force Air Force Army      Navy     
##  [5146] Navy      Air Force Army      DLA       DLA       DLA       Navy     
##  [5153] Other DoD Navy      Navy      DLA       Navy      Army      Air Force
##  [5160] Other DoD DLA       Air Force Other DoD Air Force Army      Air Force
##  [5167] Army      DLA       Navy      Navy      Navy      Air Force Air Force
##  [5174] Air Force Navy      Air Force DLA       Air Force Army      Air Force
##  [5181] Army      Navy      Navy      DLA       Air Force Navy      DLA      
##  [5188] Navy      Other DoD Navy      Army      Other DoD Navy      DLA      
##  [5195] DLA       Navy      DLA       Army      Air Force Air Force DLA      
##  [5202] Army      Army      Army      Air Force Air Force Other DoD Air Force
##  [5209] Army      Navy      Army      Other DoD Navy      DLA       Air Force
##  [5216] DLA       DLA       Navy      Air Force Army      Army      Air Force
##  [5223] Army      Navy      Army      Army      DLA       Army      Army     
##  [5230] Navy      Army      Navy      Navy      Air Force Army      Navy     
##  [5237] Army      Air Force DLA       Air Force Navy      Air Force Other DoD
##  [5244] Navy      Navy      MDA       Navy      Navy      Army      Army     
##  [5251] DLA       Army      Army      Army      Navy      Army      Air Force
##  [5258] Navy      Navy      DLA       Air Force Navy      Army      Air Force
##  [5265] Navy      DLA       DLA       Army      Army      DLA       Air Force
##  [5272] Army      Army      Army      Air Force DLA       Army      DLA      
##  [5279] Air Force Air Force Navy      Navy      Army      Air Force Army     
##  [5286] Navy      Army      Navy      Other DoD Navy      Army      DLA      
##  [5293] Army      DLA       Army      Army      Army      Navy      Air Force
##  [5300] Army      DLA       Army      Navy      Army      DLA       MDA      
##  [5307] Army      Navy      Army      Army      Army      Navy      DLA      
##  [5314] Army      Army      Army      Navy      Army      Air Force Other DoD
##  [5321] DLA       Air Force DLA       Other DoD Army      Army      Air Force
##  [5328] Army      Navy      Air Force DLA       Army      Navy      Other DoD
##  [5335] Army      DLA       Air Force Navy      DLA       Army      Navy     
##  [5342] Air Force DLA       DLA       Army      Navy      MDA       Navy     
##  [5349] Army      Navy      Army      Army      Air Force Air Force Navy     
##  [5356] Navy      Navy      Air Force DLA       Air Force Navy      DLA      
##  [5363] Navy      Army      Navy      Army      Army      Army      Air Force
##  [5370] Air Force DLA       DLA       Army      Navy      Army      Other DoD
##  [5377] DLA       Army      DLA       Army      Army      Navy      Navy     
##  [5384] Navy      Army      Army      Army      Navy      DLA       Other DoD
##  [5391] Other DoD Other DoD DLA       DLA       Navy      Air Force Navy     
##  [5398] Army      DLA       Navy      Army      Air Force Navy      Navy     
##  [5405] Navy      Army      Air Force Air Force Air Force DLA       Air Force
##  [5412] Navy      Navy      Army      Navy      Army      Army      DLA      
##  [5419] DLA       Air Force Navy      Air Force DLA       Navy      Air Force
##  [5426] Navy      Other DoD Army      Army      Navy      Navy      Navy     
##  [5433] DLA       Army      DLA       Army      Army      Army      Army     
##  [5440] DLA       Air Force Air Force Other DoD Navy      Other DoD Navy     
##  [5447] Air Force DLA       Army      DLA       Army      Air Force Navy     
##  [5454] Air Force Navy      Navy      Army      DLA       Army      Navy     
##  [5461] Other DoD Navy      Navy      Army      Air Force Navy      Air Force
##  [5468] Army      DLA       Air Force Army      Navy      Army      Army     
##  [5475] Navy      Army      Navy      Army      Navy      Other DoD Army     
##  [5482] Navy      DLA       Army      Army      Navy      Navy      Navy     
##  [5489] Army      Army      Army      Army      Air Force Air Force Army     
##  [5496] Air Force Army      Army      Army      Navy      Other DoD DLA      
##  [5503] Army      Navy      DLA       DLA       Navy      Other DoD Navy     
##  [5510] Air Force Army      Navy      MDA       Navy      DLA       Army     
##  [5517] Army      Army      Air Force Army      Army      Army      Navy     
##  [5524] Air Force Army      MDA       Navy      Navy      Air Force DLA      
##  [5531] Navy      Army      Air Force Other DoD Navy      Navy      Air Force
##  [5538] Air Force Air Force Other DoD Navy      Air Force DLA       Navy     
##  [5545] Navy      Army      Army      Air Force Army      Air Force Navy     
##  [5552] DLA       Army      Navy      Air Force Air Force Army      Air Force
##  [5559] Army      Army      Navy      Army      Other DoD Air Force Navy     
##  [5566] Army      Army      DLA       Army      Navy      Navy      Other DoD
##  [5573] Army      DLA       DLA       Other DoD Other DoD DLA       Army     
##  [5580] Air Force DLA       Army      DLA       Navy      Navy      DLA      
##  [5587] Air Force Air Force Air Force Air Force Air Force Air Force Navy     
##  [5594] Army      Navy      DLA       Air Force Army      Other DoD Army     
##  [5601] DLA       Air Force Air Force Army      Navy      DLA       DLA      
##  [5608] Army      Navy      Other DoD Army      Navy      Army      Army     
##  [5615] Army      Air Force Army      Navy      Other DoD Other DoD Other DoD
##  [5622] DLA       Air Force Army      DLA       DLA       Army      DLA      
##  [5629] Air Force Air Force Navy      Army      Air Force Navy      Other DoD
##  [5636] Army      Army      DLA       DLA       Other DoD Other DoD Navy     
##  [5643] Air Force Army      DLA       Other DoD Air Force DLA       Navy     
##  [5650] Air Force Army      DLA       DLA       Army      Army      Army     
##  [5657] Navy      Navy      Other DoD Navy      Navy      Air Force Air Force
##  [5664] Air Force DLA       DLA       Air Force Army      Navy      Navy     
##  [5671] Army      Other DoD Army      DLA       Navy      Air Force Army     
##  [5678] Other DoD DLA       Navy      Air Force DLA       Other DoD Army     
##  [5685] Army      Air Force Navy      Navy      Army      Navy      Army     
##  [5692] Air Force Navy      Army      Other DoD Navy      Army      Army     
##  [5699] Navy      DLA       Army      Other DoD Navy      Army      Army     
##  [5706] DLA       Air Force Navy      Navy      DLA       Army      Army     
##  [5713] Army      Air Force Air Force Army      Navy      Other DoD Navy     
##  [5720] Navy      Air Force Army      Navy      Navy      Navy      Army     
##  [5727] Air Force Navy      Navy      DLA       Air Force Navy      Army     
##  [5734] Other DoD Army      Air Force Army      Air Force Navy      Army     
##  [5741] Army      Army      Navy      Army      Army      Navy      Air Force
##  [5748] Other DoD Army      DLA       DLA       Navy      Army      Air Force
##  [5755] DLA       DLA       DLA       DLA       Other DoD Navy      Army     
##  [5762] Navy      Army      Army      Navy      Army      Navy      Air Force
##  [5769] Army      Army      Army      Air Force Navy      Navy      Navy     
##  [5776] Air Force Army      Navy      Air Force Navy      Navy      Army     
##  [5783] Army      DLA       Air Force Navy      Army      Army      Air Force
##  [5790] Army      Other DoD Navy      Army      Navy      DLA       Navy     
##  [5797] Army      Army      Army      DLA       Other DoD DLA       Other DoD
##  [5804] Army      Air Force Army      Air Force Army      Army      Army     
##  [5811] DLA       Navy      Army      DLA       Navy      Other DoD Navy     
##  [5818] Navy      DLA       Other DoD Air Force Navy      DLA       Navy     
##  [5825] DLA       Navy      Navy      Air Force Air Force Army      Navy     
##  [5832] Navy      Other DoD Navy      Navy      Army      DLA       Army     
##  [5839] DLA       Other DoD Air Force DLA       Navy      Navy      Navy     
##  [5846] Navy      Army      DLA       Army      Other DoD Army      Air Force
##  [5853] Navy      Navy      Air Force Navy      Navy      DLA       Navy     
##  [5860] Air Force DLA       Army      Army      DLA       Navy      DLA      
##  [5867] Navy      Army      Army      Navy      Navy      DLA       DLA      
##  [5874] Navy      Army      Air Force Other DoD Other DoD Air Force Army     
##  [5881] Army      Army      Air Force Air Force Navy      Air Force Other DoD
##  [5888] DLA       Army      Navy      Navy      Army      Army      Army     
##  [5895] Navy      Army      Army      Other DoD DLA       Air Force Navy     
##  [5902] Navy      Army      Air Force Army      DLA       Navy      Navy     
##  [5909] Navy      Air Force Navy      Air Force Navy      Navy      Air Force
##  [5916] Army      Army      DLA       Air Force Navy      Other DoD MDA      
##  [5923] Other DoD Army      Navy      Army      Air Force Navy      Other DoD
##  [5930] Air Force Army      Army      DLA       Navy      Navy      Navy     
##  [5937] DLA       DLA       Air Force Other DoD Army      Air Force Army     
##  [5944] Army      Army      Navy      Other DoD Navy      DLA       Navy     
##  [5951] Navy      Army      Other DoD DLA       Air Force Army      DLA      
##  [5958] Navy      Navy      DLA       Navy      Navy      Navy      Navy     
##  [5965] Other DoD Army      Army      Navy      Army      Navy      Navy     
##  [5972] DLA       Navy      Army      Army      Navy      DLA       Other DoD
##  [5979] Air Force Navy      Army      Air Force Army      Army      Air Force
##  [5986] Navy      Air Force Army      Army      DLA       Army      Navy     
##  [5993] DLA       DLA       DLA       Air Force Air Force Air Force Navy     
##  [6000] Other DoD Navy      Army      DLA       Navy      Navy      DLA      
##  [6007] Air Force Army      Army      Navy      DLA       DLA       Army     
##  [6014] Navy      Army      Army      Air Force Navy      Navy      DLA      
##  [6021] Navy      DLA       Other DoD Navy      Army      Navy      Army     
##  [6028] Navy      Navy      Navy      Army      Navy      Air Force Navy     
##  [6035] Other DoD Army      Navy      Other DoD Army      Navy      DLA      
##  [6042] Navy      Navy      Navy      Air Force Navy      Air Force Navy     
##  [6049] Army      Army      Other DoD Other DoD Air Force Navy      Army     
##  [6056] DLA       Army      Navy      Other DoD Army      Other DoD Army     
##  [6063] Navy      Army      Army      Other DoD Navy      Army      Army     
##  [6070] DLA       Navy      DLA       Air Force Air Force Navy      Navy     
##  [6077] Air Force Army      Army      Army      DLA       Army      Army     
##  [6084] Air Force Army      DLA       Army      Navy      Army      Army     
##  [6091] Navy      Air Force Navy      Other DoD DLA       DLA       Army     
##  [6098] Navy      Navy      Army      Air Force DLA       Navy      Army     
##  [6105] DLA       DLA       Navy      Army      DLA       Air Force Navy     
##  [6112] Army      DLA       Army      Other DoD Air Force DLA       Army     
##  [6119] Army      Air Force Army      Air Force Air Force Other DoD DLA      
##  [6126] Navy      Navy      Army      Navy      Army      Navy      Army     
##  [6133] Army      Navy      Army      DLA       Navy      Army      DLA      
##  [6140] Other DoD Army      Navy      Army      Army      Army      Army     
##  [6147] Other DoD Navy      Air Force Navy      DLA       Other DoD Air Force
##  [6154] Other DoD Air Force Navy      Army      Navy      Air Force DLA      
##  [6161] Army      Air Force Navy      Air Force Other DoD DLA       Army     
##  [6168] Air Force Air Force Navy      Navy      DLA       Navy      Army     
##  [6175] Army      Army      Air Force Army      Army      Army      DLA      
##  [6182] DLA       DLA       Air Force Navy      Navy      Navy      Navy     
##  [6189] Air Force Navy      Navy      Army      Army      Navy      Navy     
##  [6196] Army      Navy      Navy      Army      DLA       Navy      Navy     
##  [6203] Army      Other DoD Navy      Army      Army      DLA       Navy     
##  [6210] Army      Navy      Army      Army      Navy      Army      Air Force
##  [6217] Other DoD Army      Air Force Army      DLA       DLA       Navy     
##  [6224] Navy      Air Force Navy      Other DoD Army      Air Force DLA      
##  [6231] Air Force Army      Air Force DLA       Navy      Army      Army     
##  [6238] DLA       DLA       Navy      Army      Navy      Navy      Air Force
##  [6245] DLA       Navy      Navy      Air Force Other DoD Navy      Army     
##  [6252] Air Force Air Force Navy      DLA       Army      Army      DLA      
##  [6259] Army      Army      Air Force DLA       DLA       Army      Navy     
##  [6266] Army      Other DoD Air Force Navy      Army      Air Force Army     
##  [6273] Navy      DLA       Navy      Other DoD Air Force Army      Navy     
##  [6280] Army      DLA       Air Force Navy      Navy      MDA       Air Force
##  [6287] Navy      Army      Navy      DLA       Navy      Navy      Navy     
##  [6294] DLA       Army      Air Force MDA       DLA       Navy      Navy     
##  [6301] Air Force Navy      DLA       Navy      Army      Air Force Navy     
##  [6308] Other DoD Army      Navy      Other DoD Navy      Navy      Army     
##  [6315] Army      Other DoD Army      Army      Air Force Army      Navy     
##  [6322] Army      Navy      Air Force Army      DLA       Navy      Air Force
##  [6329] Army      Air Force Air Force Army      Army      Air Force Air Force
##  [6336] DLA       Army      Navy      DLA       Navy      Army      Other DoD
##  [6343] MDA       MDA       Army      Army      Army      DLA       Other DoD
##  [6350] Army      DLA       Army      Army      Army      Navy      Air Force
##  [6357] Air Force Navy      Navy      Other DoD DLA       Air Force Navy     
##  [6364] Navy      DLA       DLA       Army      Navy      Other DoD Navy     
##  [6371] Navy      Navy      Navy      Army      Navy      Army      Air Force
##  [6378] Air Force Army      Army      Other DoD Navy      Army      DLA      
##  [6385] Navy      Navy      DLA       Army      DLA       Army      DLA      
##  [6392] Army      Air Force Air Force Air Force Navy      Army      Other DoD
##  [6399] Army      Navy      Army      Air Force Navy      Army      Navy     
##  [6406] Air Force Navy      Navy      Other DoD DLA       Army      Other DoD
##  [6413] Army      Army      Army      Army      Navy      Army      Navy     
##  [6420] DLA       Army      Army      Army      Other DoD Other DoD Air Force
##  [6427] Navy      Navy      DLA       Navy      Navy      DLA       Navy     
##  [6434] Air Force Navy      Army      Navy      Army      Army      Navy     
##  [6441] Navy      Other DoD Air Force Other DoD Navy      DLA       Other DoD
##  [6448] Navy      DLA       Other DoD Army      Navy      Air Force Army     
##  [6455] Army      Navy      Army      DLA       Army      DLA       Navy     
##  [6462] DLA       Navy      DLA       Navy      Army      Navy      Other DoD
##  [6469] Air Force DLA       Navy      DLA       Navy      Air Force Air Force
##  [6476] DLA       Navy      Navy      Army      Army      Air Force Other DoD
##  [6483] Army      Army      Army      Navy      Navy      Army      DLA      
##  [6490] Army      Army      DLA       Army      Air Force DLA       Army     
##  [6497] Air Force Army      Air Force Army      Army      Air Force Air Force
##  [6504] Air Force DLA       Army      DLA       Navy      Army      Other DoD
##  [6511] Navy      Navy      Navy      Other DoD Navy      Navy      Navy     
##  [6518] DLA       Navy      Other DoD Air Force DLA       Navy      Army     
##  [6525] Navy      DLA       Army      Navy      DLA       Air Force Navy     
##  [6532] Navy      Navy      Army      Navy      Air Force Other DoD Air Force
##  [6539] Army      Army      Army      Navy      Army      Army      Air Force
##  [6546] Navy      Air Force Air Force DLA       Army      Other DoD Navy     
##  [6553] Air Force Air Force Air Force DLA       DLA       Army      Army     
##  [6560] Navy      Army      Other DoD DLA       Air Force Army      Army     
##  [6567] Army      Army      Navy      DLA       DLA       Air Force DLA      
##  [6574] Army      Army      Navy      Army      DLA       Army      DLA      
##  [6581] DLA       Army      Navy      Army      Navy      DLA       Air Force
##  [6588] Navy      DLA       Air Force Air Force Air Force Army      Air Force
##  [6595] Air Force DLA       Army      DLA       DLA       Navy      Air Force
##  [6602] Navy      Army      Army      DLA       Navy      Navy      Navy     
##  [6609] Other DoD Army      Navy      Army      Navy      Other DoD Navy     
##  [6616] Navy      Navy      Army      DLA       MDA       Army      Army     
##  [6623] Army      Navy      Army      Army      Air Force Navy      Army     
##  [6630] Air Force Navy      DLA       Air Force Navy      Navy      DLA      
##  [6637] Air Force Navy      Other DoD Other DoD Navy      Navy      Navy     
##  [6644] Army      Army      Air Force DLA       Other DoD Army      DLA      
##  [6651] Navy      DLA       Air Force Air Force Army      Army      Navy     
##  [6658] Army      DLA       Army      DLA       DLA       Other DoD Navy     
##  [6665] Navy      Navy      Army      Navy      Navy      Air Force Army     
##  [6672] Air Force Army      Army      Army      Other DoD Air Force Air Force
##  [6679] Air Force Army      Air Force Army      Army      Air Force DLA      
##  [6686] Air Force DLA       Army      Navy      Navy      Army      Air Force
##  [6693] Army      Air Force Other DoD DLA       Army      Navy      Army     
##  [6700] Army      Navy      Army      Navy      Air Force Navy      Other DoD
##  [6707] Army      Navy      Other DoD Navy      Army      Army      Air Force
##  [6714] Other DoD Army      Air Force Army      Other DoD Navy      Army     
##  [6721] Navy      Army      Navy      DLA       Army      Navy      DLA      
##  [6728] DLA       DLA       Army      DLA       Other DoD Navy      Navy     
##  [6735] Other DoD Army      Navy      Navy      Navy      Navy      Army     
##  [6742] Navy      Army      Navy      Navy      Army      Other DoD Navy     
##  [6749] Army      Army      Army      Army      Air Force Navy      Navy     
##  [6756] Army      Navy      Other DoD Navy      Army      Army      Army     
##  [6763] Air Force Army      Army      Air Force Army      DLA       Army     
##  [6770] DLA       Navy      Other DoD Army      Other DoD Army      Air Force
##  [6777] Army      Air Force Army      Navy      DLA       Air Force Air Force
##  [6784] Air Force Air Force Navy      Army      Air Force Army      Navy     
##  [6791] Army      Navy      Air Force Army      Army      DLA       DLA      
##  [6798] Army      Navy      Air Force Navy      Army      Army      Navy     
##  [6805] Navy      Army      Other DoD Navy      Army      DLA       Army     
##  [6812] Navy      Air Force Army      Navy      Other DoD Air Force DLA      
##  [6819] Navy      Other DoD DLA       Navy      Army      DLA       Air Force
##  [6826] Air Force Other DoD DLA       Other DoD Navy      Air Force Air Force
##  [6833] MDA       Air Force Army      Air Force Army      Army      Air Force
##  [6840] DLA       Army      Navy      Air Force Navy      Navy      Army     
##  [6847] Other DoD DLA       Air Force Navy      Air Force Other DoD Army     
##  [6854] Navy      Army      Navy      Air Force Navy      Army      DLA      
##  [6861] Other DoD Army      Army      Air Force Other DoD Army      Other DoD
##  [6868] Navy      Army      Air Force Navy      Navy      Other DoD Army     
##  [6875] DLA       Navy      Army      Army      Air Force Air Force Other DoD
##  [6882] Navy      Army      Air Force DLA       Navy      Army      Army     
##  [6889] DLA       Air Force Army      Air Force DLA       Army      Navy     
##  [6896] Air Force Navy      DLA       Navy      DLA       Other DoD Army     
##  [6903] Army      Air Force DLA       DLA       Air Force Navy      Army     
##  [6910] Other DoD Navy      Navy      Air Force DLA       Other DoD DLA      
##  [6917] Army      DLA       Navy      Navy      Navy      Other DoD Navy     
##  [6924] Air Force Air Force Air Force Navy      Navy      Air Force Army     
##  [6931] Army      Air Force Army      Army      Other DoD Navy      DLA      
##  [6938] Navy      Navy      Air Force Army      Other DoD Air Force Air Force
##  [6945] Army      Army      DLA       Army      Army      Air Force Navy     
##  [6952] Army      DLA       Navy      Air Force Navy      Other DoD Air Force
##  [6959] Air Force Army      Navy      Other DoD Navy      Army      Air Force
##  [6966] Army      DLA       Navy      Navy      Army      Army      Army     
##  [6973] Navy      Navy      Army      Navy      Navy      Navy      Army     
##  [6980] Army      Navy      DLA       Air Force Navy      DLA       Army     
##  [6987] Navy      Army      DLA       Army      Army      Army      Army     
##  [6994] Navy      Army      Navy      DLA       Navy      Other DoD Air Force
##  [7001] DLA       Air Force Air Force Air Force DLA       Army      Army     
##  [7008] Army      DLA       Air Force Navy      DLA       Navy      Air Force
##  [7015] DLA       Army      Air Force Navy      Army      Navy      Other DoD
##  [7022] Navy      Army      Navy      Navy      DLA       Air Force Army     
##  [7029] DLA       Navy      Air Force Air Force Army      Air Force Air Force
##  [7036] Navy      Other DoD Army      DLA       Air Force Navy      Army     
##  [7043] DLA       Navy      DLA       Army      Navy      DLA       Air Force
##  [7050] Air Force DLA       Navy      Army      Navy      Navy      Air Force
##  [7057] DLA       DLA       Army      DLA       Navy      Navy      Navy     
##  [7064] DLA       Army      Army      DLA       Army      Air Force Air Force
##  [7071] Other DoD Air Force Army      Air Force Navy      Air Force Navy     
##  [7078] Army      Navy      Army      Air Force Air Force Air Force Navy     
##  [7085] Air Force Navy      Other DoD Air Force Navy      Other DoD Navy     
##  [7092] Army      Navy      Navy      DLA       Army      DLA       DLA      
##  [7099] DLA       Air Force Army      DLA       Air Force DLA       Air Force
##  [7106] DLA       Other DoD Army      DLA       DLA       Navy      Air Force
##  [7113] Navy      DLA       Navy      Air Force Other DoD Army      Navy     
##  [7120] DLA       Air Force DLA       Army      Navy      DLA       Air Force
##  [7127] Navy      Navy      Navy      Navy      Army      Army      Army     
##  [7134] Other DoD Navy      Other DoD Army      DLA       Navy      DLA      
##  [7141] Navy      Army      DLA       Other DoD Navy      Army      DLA      
##  [7148] Navy      Navy      DLA       Air Force Army      Army      Air Force
##  [7155] Army      Other DoD Air Force Air Force Air Force Navy      Navy     
##  [7162] Navy      Navy      DLA       Navy      Air Force Navy      Navy     
##  [7169] DLA       Navy      Navy      Navy      Army      Air Force Navy     
##  [7176] Army      Air Force Army      Air Force Army      Army      Navy     
##  [7183] Army      DLA       Air Force Army      DLA       Air Force Air Force
##  [7190] Navy      Army      Army      DLA       Army      Other DoD Army     
##  [7197] Army      Navy      Navy      Air Force Army      Army      Army     
##  [7204] Navy      DLA       Army      Army      Navy      Army      Air Force
##  [7211] DLA       DLA       Navy      Other DoD DLA       Navy      Army     
##  [7218] Army      Navy      Air Force Air Force Air Force DLA       Other DoD
##  [7225] Air Force Navy      Air Force Air Force Other DoD Air Force Navy     
##  [7232] Air Force Navy      Navy      Army      Navy      DLA       Other DoD
##  [7239] Navy      Army      Navy      Air Force DLA       Air Force Navy     
##  [7246] DLA       Navy      Navy      Army      DLA       Army      DLA      
##  [7253] DLA       Army      Army      Other DoD Army      Navy      Navy     
##  [7260] Navy      DLA       Army      Army      Navy      DLA       Navy     
##  [7267] Navy      Navy      DLA       Navy      DLA       Navy      Army     
##  [7274] Navy      Army      DLA       DLA       Other DoD Air Force Navy     
##  [7281] Air Force Air Force Army      DLA       Army      Navy      Navy     
##  [7288] Air Force Army      Air Force Air Force Navy      Navy      Army     
##  [7295] Navy      DLA       Other DoD Navy      Air Force Navy      Army     
##  [7302] Air Force Navy      Army      DLA       Air Force DLA       Air Force
##  [7309] Navy      Navy      Air Force Army      Navy      Army      Air Force
##  [7316] Army      Army      Navy      Air Force Navy      Other DoD Army     
##  [7323] Army      Navy      Navy      Navy      Navy      Other DoD Other DoD
##  [7330] Other DoD DLA       Army      Navy      Navy      Navy      Navy     
##  [7337] DLA       Army      Army      Other DoD DLA       Other DoD Navy     
##  [7344] Army      DLA       Navy      Navy      Army      Army      DLA      
##  [7351] Army      Army      Army      Army      DLA       Army      Air Force
##  [7358] Army      Air Force DLA       DLA       Army      Navy      DLA      
##  [7365] Air Force Army      DLA       Navy      Navy      DLA       Navy     
##  [7372] Navy      Navy      Navy      Army      Navy      Air Force Army     
##  [7379] Air Force DLA       Air Force Air Force Navy      Other DoD Navy     
##  [7386] DLA       Air Force Other DoD Navy      Navy      Army      Navy     
##  [7393] Army      Navy      Air Force Other DoD Army      DLA       Navy     
##  [7400] Navy      DLA       Air Force Navy      Other DoD Other DoD Army     
##  [7407] Other DoD Navy      DLA       Army      DLA       Air Force Navy     
##  [7414] Army      Navy      Army      DLA       DLA       Air Force Army     
##  [7421] Army      Army      Air Force Army      DLA       Navy      Other DoD
##  [7428] Other DoD DLA       Other DoD DLA       Army      DLA       Air Force
##  [7435] Army      Army      DLA       Air Force Navy      Army      Navy     
##  [7442] DLA       Army      Other DoD Army      Army      Army      Navy     
##  [7449] Army      Air Force Navy      DLA       Navy      Air Force Army     
##  [7456] Army      Navy      Navy      Air Force Air Force Navy      DLA      
##  [7463] Army      Army      Army      Army      Air Force Army      Navy     
##  [7470] Other DoD DLA       Army      Navy      Army      Navy      Army     
##  [7477] Navy      Other DoD Other DoD Navy      Air Force Army      DLA      
##  [7484] Army      Air Force Navy      Army      Navy      Army      Army     
##  [7491] Army      Navy      Other DoD Navy      Navy      Navy      Army     
##  [7498] Navy      Air Force Navy      Navy      Army      Air Force Other DoD
##  [7505] Navy      Air Force Navy      Air Force Army      Air Force Navy     
##  [7512] Air Force Air Force Army      Other DoD Air Force DLA       Navy     
##  [7519] Navy      Navy      Other DoD Air Force Air Force Air Force Army     
##  [7526] Army      Navy      Air Force DLA       Army      Air Force Navy     
##  [7533] Other DoD Navy      Navy      Navy      DLA       Navy      Army     
##  [7540] Army      Navy      Navy      Navy      Navy      Air Force DLA      
##  [7547] Air Force Navy      Navy      Army      DLA       DLA       Navy     
##  [7554] DLA       Navy      Navy      Army      Army      Other DoD Army     
##  [7561] Navy      Navy      Navy      Army      Navy      Other DoD Other DoD
##  [7568] Air Force Navy      Other DoD Army      Navy      Army      MDA      
##  [7575] Other DoD Other DoD Air Force Navy      Air Force Army      Army     
##  [7582] Navy      Navy      DLA       Air Force Army      Air Force Army     
##  [7589] Other DoD Army      Air Force Navy      Army      Navy      Air Force
##  [7596] Other DoD Other DoD Navy      DLA       Navy      Army      Navy     
##  [7603] Air Force Air Force DLA       Army      Army      Air Force Army     
##  [7610] DLA       Navy      DLA       Other DoD Navy      Other DoD Army     
##  [7617] Navy      Navy      DLA       Army      Army      Army      Army     
##  [7624] Air Force DLA       Army      DLA       Army      Other DoD Navy     
##  [7631] DLA       Navy      Navy      Air Force Army      DLA       Air Force
##  [7638] DLA       Air Force Navy      Other DoD Army      Air Force Navy     
##  [7645] Air Force Other DoD Air Force Navy      DLA       Navy      DLA      
##  [7652] Other DoD Army      Navy      Air Force Navy      Navy      Navy     
##  [7659] Air Force Air Force Navy      Army      Navy      Air Force Navy     
##  [7666] Army      Navy      Navy      Navy      DLA       Army      Army     
##  [7673] DLA       Navy      Army      Other DoD Air Force Army      Navy     
##  [7680] Navy      Air Force Navy      Navy      Air Force Air Force Army     
##  [7687] Army      Army      Army      Army      Air Force Navy      Other DoD
##  [7694] DLA       Army      Air Force Army      Other DoD DLA       Army     
##  [7701] Air Force Air Force Other DoD Navy      Air Force Air Force Navy     
##  [7708] DLA       Air Force DLA       Navy      Army      Army      Air Force
##  [7715] DLA       DLA       Army      Other DoD Other DoD Navy      Army     
##  [7722] Navy      Navy      Army      Navy      Army      Air Force Army     
##  [7729] Air Force Navy      Army      DLA       Army      DLA       Army     
##  [7736] Army      Navy      Army      DLA       Navy      Navy      Air Force
##  [7743] Navy      Other DoD DLA       Army      Air Force Army      DLA      
##  [7750] Air Force Navy      DLA       MDA       DLA       Navy      Navy     
##  [7757] Air Force Air Force Army      Other DoD DLA       Army      Other DoD
##  [7764] Navy      Navy      Navy      Air Force DLA       Navy      Army     
##  [7771] Navy      Navy      Navy      Air Force Army      Navy      DLA      
##  [7778] Air Force Air Force Army      Navy      Air Force DLA       Navy     
##  [7785] Army      Air Force DLA       Navy      Air Force Other DoD Army     
##  [7792] Other DoD Other DoD Navy      Navy      Other DoD DLA       Navy     
##  [7799] DLA       Other DoD Other DoD Army      MDA       Army      Army     
##  [7806] Other DoD Army      Air Force Other DoD Navy      Navy      Navy     
##  [7813] DLA       Navy      Army      Navy      Navy      DLA       Air Force
##  [7820] Other DoD Air Force Navy      Navy      Army      Other DoD Army     
##  [7827] Navy      Other DoD Air Force DLA       Army      Army      Army     
##  [7834] Air Force DLA       Navy      DLA       Navy      Army      Army     
##  [7841] Air Force Other DoD DLA       Other DoD Navy      DLA       Air Force
##  [7848] Air Force Army      DLA       Army      Navy      Army      Air Force
##  [7855] Navy      Air Force Air Force Army      DLA       Air Force DLA      
##  [7862] Air Force Navy      Air Force DLA       Army      Other DoD Army     
##  [7869] MDA       Navy      Army      DLA       Army      Navy      Army     
##  [7876] Other DoD Army      Air Force Navy      DLA       Navy      Navy     
##  [7883] Other DoD Army      Army      Navy      Army      Air Force Navy     
##  [7890] Navy      Air Force Other DoD Navy      Army      Army      Air Force
##  [7897] Navy      Navy      Army      Air Force DLA       DLA       Army     
##  [7904] Navy      DLA       DLA       Air Force Navy      Army      Army     
##  [7911] Navy      Air Force Army      Navy      Navy      Army      Army     
##  [7918] Army      Army      Other DoD Navy      Navy      Army      DLA      
##  [7925] Army      DLA       Air Force Army      Army      DLA       Army     
##  [7932] Navy      Navy      Army      Navy      Army      Army      Air Force
##  [7939] Army      Navy      Air Force Other DoD Army      Air Force Other DoD
##  [7946] Air Force Navy      Navy      Air Force Navy      Air Force Army     
##  [7953] Army      Army      Navy      Army      Army      Navy      DLA      
##  [7960] Army      Army      DLA       Army      Army      DLA       Navy     
##  [7967] DLA       Army      DLA       Navy      Army      Navy      Navy     
##  [7974] Navy      Other DoD DLA       Air Force Air Force Navy      Navy     
##  [7981] Navy      Navy      Navy      Air Force Navy      Navy      Air Force
##  [7988] Army      Navy      Navy      Army      Navy      Navy      Army     
##  [7995] Army      Air Force Army      Navy      Army      Navy      Air Force
##  [8002] Air Force Army      Navy      DLA       Air Force Army      Navy     
##  [8009] Navy      Air Force Army      Other DoD Navy      Army      Air Force
##  [8016] Navy      DLA       Army      Army      Army      Army      Army     
##  [8023] Army      Army      Army      Army      Army      Other DoD Navy     
##  [8030] Army      Navy      Navy      Army      Army      Navy      Navy     
##  [8037] Other DoD Army      Army      Navy      Air Force Navy      Navy     
##  [8044] DLA       Navy      Navy      Navy      DLA       Air Force Navy     
##  [8051] Army      DLA       Navy      Air Force Army      Navy      Navy     
##  [8058] Air Force Navy      Air Force DLA       Air Force Navy      Navy     
##  [8065] Navy      Army      Army      Air Force Army      Other DoD Army     
##  [8072] Air Force Army      DLA       Army      Other DoD Navy      Air Force
##  [8079] Army      Navy      Army      Navy      Navy      DLA       Navy     
##  [8086] Army      DLA       Army      Navy      Air Force Other DoD Air Force
##  [8093] Navy      Navy      Navy      Army      Navy      Air Force Navy     
##  [8100] DLA       Other DoD Other DoD Army      Navy      DLA       DLA      
##  [8107] Navy      Army      Army      Air Force DLA       Air Force Navy     
##  [8114] Air Force Air Force Army      DLA       DLA       Army      Navy     
##  [8121] Other DoD DLA       Navy      Army      Air Force DLA       Army     
##  [8128] Navy      Navy      Navy      Navy      DLA       Navy      Army     
##  [8135] Air Force Navy      Navy      Air Force Army      Air Force DLA      
##  [8142] Other DoD Army      Army      Army      Army      Army      Air Force
##  [8149] Army      DLA       Other DoD DLA       Air Force Army      Navy     
##  [8156] Navy      Army      DLA       DLA       Other DoD Air Force Air Force
##  [8163] Navy      Other DoD Army      DLA       DLA       Navy      Air Force
##  [8170] Navy      Navy      Air Force DLA       Navy      Navy      Air Force
##  [8177] Army      Air Force Navy      DLA       Navy      DLA       Air Force
##  [8184] Other DoD Navy      Air Force Army      Navy      Navy      Army     
##  [8191] Navy      Army      Air Force Navy      Other DoD Army      DLA      
##  [8198] Navy      Army      Army      DLA       Air Force DLA       Navy     
##  [8205] DLA       Navy      Air Force Army      DLA       Navy      Navy     
##  [8212] Navy      Navy      Navy      DLA       Navy      Air Force Navy     
##  [8219] Army      Army      Air Force Army      Army      Other DoD Navy     
##  [8226] Other DoD Navy      Army      Army      Air Force Air Force Air Force
##  [8233] Navy      Navy      Army      Navy      Air Force Navy      Army     
##  [8240] Army      Navy      Other DoD Navy      Navy      DLA       Other DoD
##  [8247] Army      Navy      Navy      Navy      DLA       Navy      Navy     
##  [8254] Navy      Army      Air Force Air Force Army      Navy      Army     
##  [8261] DLA       Navy      Other DoD Air Force Other DoD Other DoD DLA      
##  [8268] Navy      Navy      DLA       DLA       Army      DLA       Other DoD
##  [8275] Other DoD DLA       Army      Army      Navy      Army      Army     
##  [8282] Army      Navy      Army      Air Force Army      Navy      DLA      
##  [8289] DLA       Navy      Navy      Army      Navy      Air Force Air Force
##  [8296] Air Force Army      Other DoD Army      DLA       Air Force Air Force
##  [8303] Army      Air Force Navy      DLA       Air Force Air Force Other DoD
##  [8310] DLA       Air Force Army      Navy      DLA       Air Force DLA      
##  [8317] Navy      Army      Navy      Navy      Air Force Army      Air Force
##  [8324] Army      DLA       Navy      Air Force Navy      Air Force Air Force
##  [8331] Army      DLA       Air Force Army      Navy      Army      Other DoD
##  [8338] Air Force Air Force Army      Air Force MDA       Army      Navy     
##  [8345] Army      DLA       DLA       Army      Navy      Navy      DLA      
##  [8352] DLA       Air Force Air Force Army      Other DoD DLA       Air Force
##  [8359] Army      Air Force Air Force Navy      Army      DLA       Navy     
##  [8366] Navy      Army      Navy      DLA       Army      Air Force DLA      
##  [8373] Other DoD Navy      Air Force Army      Army      Navy      Army     
##  [8380] Navy      Army      Air Force Army      Air Force Air Force Army     
##  [8387] Army      Army      Air Force Navy      Army      Air Force Navy     
##  [8394] Other DoD Navy      Air Force Navy      Army      Air Force Army     
##  [8401] Army      Navy      Army      Air Force Navy      Other DoD Other DoD
##  [8408] DLA       Army      Navy      Army      Navy      Air Force Navy     
##  [8415] Navy      Army      Air Force Army      Navy      Navy      Army     
##  [8422] DLA       Navy      Army      Other DoD DLA       Other DoD Other DoD
##  [8429] Army      Navy      Army      Navy      Air Force Army      Navy     
##  [8436] Navy      DLA       Other DoD DLA       Air Force Army      Army     
##  [8443] Other DoD Army      Air Force Air Force Air Force DLA       DLA      
##  [8450] Other DoD Navy      Navy      Air Force Air Force Army      Air Force
##  [8457] Air Force Air Force Air Force Navy      Air Force Air Force Navy     
##  [8464] Air Force Other DoD Other DoD Navy      Air Force DLA       Air Force
##  [8471] Army      Navy      DLA       Army      Air Force Other DoD Other DoD
##  [8478] Other DoD Army      Air Force Air Force DLA       Army      Other DoD
##  [8485] Air Force Army      DLA       Navy      Army      Army      Air Force
##  [8492] Navy      Other DoD Army      Other DoD Other DoD Army      Army     
##  [8499] Army      Navy      Army      Air Force Navy      Navy      DLA      
##  [8506] Navy      Navy      Army      Navy      Army      DLA       Air Force
##  [8513] Navy      Air Force Other DoD Navy      Army      Navy      Navy     
##  [8520] Navy      Army      Air Force Army      DLA       Air Force DLA      
##  [8527] DLA       Navy      DLA       Army      Army      DLA       Air Force
##  [8534] Air Force Army      Navy      Army      DLA       Navy      Navy     
##  [8541] Navy      DLA       Air Force Air Force Navy      Army      Navy     
##  [8548] Navy      Air Force Air Force Navy      Air Force Army      Navy     
##  [8555] Navy      Army      Navy      Air Force Army      DLA       DLA      
##  [8562] Other DoD Army      Army      Navy      Air Force Navy      Navy     
##  [8569] Navy      Army      Army      Air Force DLA       Air Force Other DoD
##  [8576] Army      Army      Army      Navy      Other DoD Navy      Army     
##  [8583] Navy      Army      Other DoD DLA       Air Force Army      Air Force
##  [8590] Army      Navy      Navy      Air Force DLA       Army      Navy     
##  [8597] Air Force DLA       Navy      Air Force Other DoD DLA       Other DoD
##  [8604] Air Force Navy      Army      DLA       Air Force Air Force Navy     
##  [8611] Navy      DLA       Air Force DLA       Army      Army      Army     
##  [8618] Army      DLA       Air Force Army      Other DoD Navy      DLA      
##  [8625] Air Force Army      Air Force Navy      DLA       Other DoD Navy     
##  [8632] DLA       Navy      Other DoD Army      Air Force Army      Navy     
##  [8639] Navy      DLA       Other DoD Army      Navy      Navy      Navy     
##  [8646] Air Force Army      Army      Navy      Other DoD Navy      Army     
##  [8653] DLA       Other DoD Army      Air Force Air Force Navy      Air Force
##  [8660] Army      Other DoD Army      Navy      Army      Other DoD Air Force
##  [8667] Air Force Army      Other DoD Navy      DLA       Navy      Air Force
##  [8674] Air Force Army      Navy      Navy      Air Force Army      Other DoD
##  [8681] DLA       Army      Army      Other DoD Army      Army      Army     
##  [8688] Other DoD Navy      Other DoD Army      Navy      Army      Army     
##  [8695] Army      Army      Army      Air Force Navy      Air Force Navy     
##  [8702] Air Force DLA       DLA       Army      Army      Army      Army     
##  [8709] Air Force Other DoD Air Force Navy      Navy      Army      Other DoD
##  [8716] Army      Army      Other DoD Army      Army      Navy      Air Force
##  [8723] Navy      Navy      Navy      Army      Army      Army      Navy     
##  [8730] Air Force Air Force DLA       Army      Army      Navy      Army     
##  [8737] Navy      DLA       Air Force Navy      Army      Army      Army     
##  [8744] Navy      Navy      Air Force Army      Navy      Other DoD Navy     
##  [8751] Navy      Navy      Army      DLA       Other DoD Army      Army     
##  [8758] DLA       Army      DLA       Army      Army      Air Force Other DoD
##  [8765] Army      Navy      Army      Air Force Army      Army      Navy     
##  [8772] DLA       DLA       Other DoD Navy      Navy      Navy      Navy     
##  [8779] Army      Army      Army      Air Force Air Force Army      Army     
##  [8786] Army      DLA       Air Force Navy      Army      Other DoD Air Force
##  [8793] Army      Army      DLA       Army      Army      Navy      Navy     
##  [8800] Army      Navy      Navy      Navy      Army      Air Force Air Force
##  [8807] Other DoD Army      Army      Air Force DLA       Army      Army     
##  [8814] Army      Air Force Other DoD DLA       Army      Army      Army     
##  [8821] DLA       Air Force Army      Navy      DLA       DLA       Army     
##  [8828] Air Force Navy      Navy      Air Force Army      Navy      Army     
##  [8835] Navy      Army      Army      Navy      Army      Army      Navy     
##  [8842] DLA       Army      DLA       DLA       Army      Air Force Air Force
##  [8849] DLA       Army      Air Force Army      Army      Army      Air Force
##  [8856] Air Force Army      Other DoD Air Force Army      Navy      DLA      
##  [8863] Navy      Air Force Air Force DLA       DLA       Army      Other DoD
##  [8870] Army      Air Force Navy      DLA       Army      Navy      DLA      
##  [8877] Navy      DLA       Navy      DLA       Army      DLA       Air Force
##  [8884] Navy      Army      Other DoD Air Force Air Force Army      Navy     
##  [8891] Other DoD Navy      Army      Air Force Navy      Army      Army     
##  [8898] DLA       Other DoD Navy      Army      Other DoD Navy      DLA      
##  [8905] Air Force Navy      Army      Navy      Army      DLA       Air Force
##  [8912] DLA       Army      Air Force Air Force Army      Navy      Navy     
##  [8919] Army      Other DoD Navy      Army      Navy      Other DoD Air Force
##  [8926] Navy      Navy      DLA       Army      Army      Air Force Navy     
##  [8933] DLA       Navy      Army      Navy      Army      Navy      Navy     
##  [8940] Army      Other DoD Army      Other DoD DLA       Navy      Other DoD
##  [8947] Army      Army      Army      Air Force Army      Other DoD Other DoD
##  [8954] DLA       Navy      Other DoD Army      Army      Navy      Navy     
##  [8961] DLA       Other DoD Navy      Army      Army      DLA       DLA      
##  [8968] DLA       Army      Air Force Navy      DLA       Navy      Army     
##  [8975] Army      Army      Air Force Navy      Air Force DLA       Navy     
##  [8982] Air Force Air Force Other DoD Navy      Other DoD Air Force Navy     
##  [8989] Army      Army      Other DoD Air Force Army      Army      Army     
##  [8996] Air Force Army      DLA       Army      Navy      Army      Navy     
##  [9003] Army      Air Force Air Force Other DoD DLA       DLA       DLA      
##  [9010] Other DoD DLA       Army      Air Force Other DoD Navy      Army     
##  [9017] DLA       Army      Air Force Navy      Navy      Air Force Army     
##  [9024] Navy      Army      Navy      Navy      DLA       DLA       Navy     
##  [9031] Army      Navy      Other DoD Navy      Air Force Army      Other DoD
##  [9038] Navy      Army      Air Force Army      Navy      Army      DLA      
##  [9045] Army      Air Force Army      Army      Army      Navy      Air Force
##  [9052] Navy      Navy      DLA       Other DoD DLA       Navy      Navy     
##  [9059] Navy      Other DoD Army      Army      Navy      Army      Navy     
##  [9066] Army      Air Force Navy      Navy      Navy      Air Force Army     
##  [9073] Air Force Army      Army      Air Force Air Force Navy      DLA      
##  [9080] Navy      Navy      Other DoD Army      Navy      Navy      Navy     
##  [9087] Navy      Army      DLA       Army      Navy      DLA       Air Force
##  [9094] Army      Army      Navy      Other DoD Air Force Army      Navy     
##  [9101] Army      Army      Army      Army      DLA       DLA       Army     
##  [9108] Army      Army      Army      Air Force DLA       Air Force Other DoD
##  [9115] Army      Navy      Army      Other DoD DLA       Other DoD Army     
##  [9122] Air Force Army      Navy      Army      Navy      MDA       DLA      
##  [9129] Air Force Air Force Army      Air Force Navy      Air Force Army     
##  [9136] Navy      Air Force Other DoD DLA       Other DoD Army      Army     
##  [9143] Army      Navy      Other DoD Navy      Air Force Army      Navy     
##  [9150] DLA       Army      Air Force Air Force Army      Army      Army     
##  [9157] DLA       Navy      Other DoD Army      Army      Army      DLA      
##  [9164] Navy      DLA       Army      Other DoD Navy      Navy      Army     
##  [9171] Air Force Army      Navy      DLA       Navy      DLA       Other DoD
##  [9178] Army      Navy      Air Force Army      Army      Navy      DLA      
##  [9185] Navy      Navy      Air Force Other DoD DLA       Air Force Other DoD
##  [9192] Army      DLA       Navy      Army      Air Force Navy      Army     
##  [9199] Air Force Army      DLA       Air Force Navy      Navy      Air Force
##  [9206] Air Force Army      Army      Air Force Other DoD Navy      Army     
##  [9213] Air Force DLA       Air Force Air Force Army      Air Force Navy     
##  [9220] Army      Navy      Air Force Air Force Other DoD Navy      Other DoD
##  [9227] Army      Army      Navy      Navy      Army      Navy      Air Force
##  [9234] Navy      Other DoD Navy      Air Force Navy      Army      Navy     
##  [9241] Navy      Air Force Navy      Navy      Other DoD Army      Army     
##  [9248] Navy      Navy      Army      Navy      Navy      Army      Army     
##  [9255] Navy      Navy      DLA       Army      DLA       Navy      Army     
##  [9262] Navy      Air Force Navy      Air Force Army      Army      Army     
##  [9269] Navy      Air Force Army      Navy      Army      Army      DLA      
##  [9276] Army      DLA       DLA       Army      Army      Air Force Army     
##  [9283] Army      Army      Army      Army      Army      Air Force Navy     
##  [9290] Air Force Air Force Other DoD DLA       DLA       Navy      Air Force
##  [9297] Navy      DLA       Air Force DLA       Navy      Navy      DLA      
##  [9304] Navy      Army      Army      Navy      Navy      Air Force Navy     
##  [9311] Navy      Army      DLA       Army      DLA       DLA       Army     
##  [9318] Navy      Air Force Army      Army      Army      Army      Navy     
##  [9325] Navy      Air Force Other DoD Army      Navy      Navy      Navy     
##  [9332] DLA       Other DoD Army      Navy      Army      Army      Navy     
##  [9339] Army      Navy      Army      DLA       Other DoD DLA       Navy     
##  [9346] Air Force Air Force Other DoD Army      DLA       Army      Army     
##  [9353] Army      Air Force Air Force Other DoD DLA       Air Force Navy     
##  [9360] Army      Other DoD Air Force Air Force Army      Navy      Army     
##  [9367] Other DoD Army      Air Force Army      Army      Army      Army     
##  [9374] Army      DLA       Navy      DLA       Army      Navy      Air Force
##  [9381] DLA       Navy      Army      Army      Other DoD Navy      Army     
##  [9388] Other DoD DLA       Navy      Army      Other DoD Army      Air Force
##  [9395] DLA       Army      Army      DLA       Air Force Air Force Navy     
##  [9402] Other DoD Navy      Navy      Army      Air Force Navy      Army     
##  [9409] DLA       Air Force Army      Navy      Army      Army      Navy     
##  [9416] Other DoD Air Force DLA       Air Force Navy      Navy      Navy     
##  [9423] Other DoD Army      Other DoD Air Force Navy      Other DoD Air Force
##  [9430] Army      Air Force Army      Air Force Navy      Army      Other DoD
##  [9437] Air Force Other DoD Air Force Navy      Army      DLA       Navy     
##  [9444] DLA       Army      Army      Navy      DLA       Navy      Navy     
##  [9451] Army      Army      Navy      DLA       Air Force Navy      Navy     
##  [9458] Army      Army      Army      Other DoD Air Force Air Force Navy     
##  [9465] Air Force Army      Air Force Army      Air Force Army      Army     
##  [9472] DLA       Navy      Other DoD Navy      Navy      Air Force Navy     
##  [9479] Army      Army      Air Force Army      Army      Navy      Navy     
##  [9486] Navy      Navy      DLA       Army      Navy      Other DoD Navy     
##  [9493] Other DoD DLA       Air Force Army      Navy      Navy      Navy     
##  [9500] DLA       Army      Navy      Navy      Navy      Army      Navy     
##  [9507] DLA       Army      Navy      Navy      Navy      Army      Army     
##  [9514] Army      Navy      DLA       Army      Air Force Army      DLA      
##  [9521] Air Force DLA       Air Force Navy      Navy      Other DoD Navy     
##  [9528] Air Force DLA       Navy      Army      Air Force Air Force Navy     
##  [9535] DLA       Navy      Other DoD Army      DLA       Army      DLA      
##  [9542] Other DoD Navy      Navy      DLA       Air Force Air Force Navy     
##  [9549] Army      Air Force Air Force DLA       Air Force DLA       Navy     
##  [9556] Army      Other DoD Army      DLA       Navy      Army      Other DoD
##  [9563] Army      Navy      Air Force Navy      Army      Army      Army     
##  [9570] Army      Other DoD Navy      Air Force Other DoD Navy      Navy     
##  [9577] Other DoD Navy      Navy      Air Force Navy      Army      DLA      
##  [9584] DLA       Air Force Air Force Air Force Army      Other DoD DLA      
##  [9591] Army      Navy      Other DoD Army      Navy      Army      Navy     
##  [9598] Navy      Army      Air Force Army      Navy      Army      Air Force
##  [9605] Other DoD Navy      Army      DLA       Army      Navy      Army     
##  [9612] Navy      Army      Navy      Army      Navy      DLA       Air Force
##  [9619] Other DoD Navy      Navy      DLA       Navy      Navy      Navy     
##  [9626] Air Force Air Force Navy      Army      Navy      Army      Navy     
##  [9633] Navy      Army      Other DoD Navy      DLA       DLA       Army     
##  [9640] Army      Navy      Air Force Navy      Air Force Army      Air Force
##  [9647] Navy      Navy      Navy      Army      Army      Navy      Army     
##  [9654] Navy      Air Force Army      DLA       Army      Navy      Navy     
##  [9661] Navy      Navy      Air Force Army      Navy      Navy      Navy     
##  [9668] Army      Army      Navy      Army      Army      DLA       Navy     
##  [9675] Air Force Air Force Air Force Army      DLA       Air Force Air Force
##  [9682] Navy      Other DoD Army      Navy      Army      Navy      Army     
##  [9689] Other DoD Army      Other DoD Army      Other DoD Army      Navy     
##  [9696] Army      DLA       Air Force Army      Air Force Army      Navy     
##  [9703] DLA       Navy      Army      DLA       Army      Army      DLA      
##  [9710] Navy      Navy      Air Force Navy      DLA       DLA       Air Force
##  [9717] DLA       Air Force Navy      Navy      Air Force Air Force Army     
##  [9724] DLA       DLA       DLA       Air Force Air Force DLA       Air Force
##  [9731] Air Force Army      Navy      Army      Other DoD Army      Navy     
##  [9738] Army      Air Force Army      Navy      Navy      Air Force Army     
##  [9745] Army      DLA       Air Force Army      Other DoD Navy      DLA      
##  [9752] Army      Army      Army      Air Force Army      Army      Air Force
##  [9759] DLA       Army      DLA       Navy      Army      DLA       Navy     
##  [9766] Air Force Navy      Army      Air Force Other DoD DLA       Army     
##  [9773] DLA       Navy      Air Force Other DoD Air Force Other DoD Army     
##  [9780] Navy      DLA       Navy      Navy      Navy      DLA       Army     
##  [9787] Navy      Navy      Army      Navy      Navy      Air Force Navy     
##  [9794] Army      Navy      Navy      Other DoD Army      Army      Navy     
##  [9801] Navy      DLA       Air Force Navy      Other DoD Navy      DLA      
##  [9808] Other DoD Army      Army      Air Force Army      DLA       Air Force
##  [9815] Army      Navy      Army      Navy      Navy      DLA       Army     
##  [9822] Army      Air Force Navy      Air Force Navy      Army      Army     
##  [9829] Other DoD Air Force Navy      Army      Air Force Army      Air Force
##  [9836] Navy      Army      Navy      Other DoD Navy      DLA       Navy     
##  [9843] Navy      Navy      Navy      Air Force Other DoD Air Force DLA      
##  [9850] Navy      Navy      Army      Navy      Army      Air Force Navy     
##  [9857] Navy      Navy      DLA       Other DoD DLA       Navy      DLA      
##  [9864] Army      Air Force Navy      Air Force Navy      Other DoD Navy     
##  [9871] DLA       Navy      Air Force DLA       Air Force Air Force Army     
##  [9878] Army      Other DoD Navy      Navy      Navy      Air Force DLA      
##  [9885] Air Force DLA       Navy      Navy      Navy      Navy      Air Force
##  [9892] Army      DLA       Army      Army      Navy      Navy      Navy     
##  [9899] Navy      Other DoD Navy      Air Force Navy      Army      Army     
##  [9906] Army      Army      Navy      Navy      Army      Navy      Army     
##  [9913] Air Force Army      Army      DLA       Other DoD Navy      Army     
##  [9920] Army      Air Force Air Force Army      DLA       Navy      Navy     
##  [9927] Army      Army      Navy      Air Force Air Force Army      Navy     
##  [9934] Air Force Navy      Navy      Air Force Air Force Air Force Army     
##  [9941] Army      Army      Other DoD Army      Navy      Other DoD Navy     
##  [9948] Navy      Army      Air Force Navy      Navy      Air Force Air Force
##  [9955] Army      Army      Navy      Other DoD Other DoD Other DoD Air Force
##  [9962] Air Force DLA       Navy      DLA       Other DoD DLA       Army     
##  [9969] Other DoD Air Force Navy      Other DoD Air Force Air Force Navy     
##  [9976] Air Force Other DoD Air Force Army      Army      Other DoD Navy     
##  [9983] Air Force Navy      Army      Army      DLA       Army      Air Force
##  [9990] Army      Air Force Army      Army      Navy      DLA       Air Force
##  [9997] DLA       Army      Army      Air Force Army      Navy      Army     
## [10004] Army      Navy      Other DoD Army      Navy      Army      Army     
## [10011] DLA       Navy      Navy      Navy      Air Force Navy      Air Force
## [10018] Other DoD Army      Army      Navy      Army      Navy      Air Force
## [10025] DLA       Navy      DLA       Other DoD Army      Air Force DLA      
## [10032] Navy      Other DoD Other DoD Army      Air Force Army      Army     
## [10039] Air Force Navy      Army      DLA       Air Force Army      Air Force
## [10046] Army      DLA       DLA       Navy      Other DoD Army      Navy     
## [10053] Navy      Navy      Navy      Air Force Army      Army      Army     
## [10060] Navy      Navy      Army      Other DoD DLA       Air Force Army     
## [10067] Air Force Air Force Air Force Navy      Navy      Navy      Navy     
## [10074] Air Force Army      Army      Army      Army      Other DoD Navy     
## [10081] Other DoD Navy      Air Force Air Force Navy      Army      Army     
## [10088] Navy      Other DoD Other DoD Air Force Army      Army      Navy     
## [10095] Army      DLA       Navy      Navy      Other DoD Navy      DLA      
## [10102] Other DoD DLA       Navy      Army      Army      Navy      Army     
## [10109] Navy      Army      Navy      Navy      Navy      Army      Navy     
## [10116] Navy      DLA       Other DoD Army      Air Force DLA       Army     
## [10123] Navy      Army      Army      Army      Navy      Navy      Army     
## [10130] Navy      Navy      Other DoD DLA       Navy      Army      Navy     
## [10137] Army      Navy      Navy      Army      Army      Navy      Air Force
## [10144] Navy      Navy      Other DoD DLA       Navy      Other DoD Navy     
## [10151] Army      Other DoD Army      Army      Army      DLA       Air Force
## [10158] DLA       Army      Army      Navy      Army      Navy      Navy     
## [10165] Air Force DLA       Army      Other DoD Army      DLA       Army     
## [10172] Air Force Navy      Navy      Army      Air Force Army      Army     
## [10179] Navy      Other DoD Army      Navy      Other DoD Navy      Navy     
## [10186] Army      Other DoD Army      Navy      Other DoD Army      Army     
## [10193] Army      DLA       Other DoD Navy      Army      Navy      DLA      
## [10200] Navy      DLA       Army      Air Force Air Force Air Force DLA      
## [10207] Other DoD Army      DLA       Air Force DLA       Army      DLA      
## [10214] Air Force Navy      DLA       Air Force Navy      Air Force DLA      
## [10221] Navy      Army      Navy      Army      Army      Army      Navy     
## [10228] Army      Army      Other DoD Air Force Air Force DLA       Army     
## [10235] Navy      Air Force Navy      Army      Air Force Navy      Air Force
## [10242] Army      Navy      DLA       Army      Navy      Navy      Air Force
## [10249] Army      DLA       Other DoD Air Force DLA       Air Force Other DoD
## [10256] Navy      Other DoD Army      Army      Air Force Navy      Navy     
## [10263] Navy      Other DoD Army      DLA       Army      Army      Army     
## [10270] Army      DLA       Army      Navy      Air Force Navy      Navy     
## [10277] Air Force Navy      Army      Air Force Navy      Navy      Air Force
## [10284] Air Force Air Force Army      Army      DLA       Army      Army     
## [10291] DLA       DLA       Air Force Navy      Navy      Navy      Other DoD
## [10298] Other DoD Army      Navy      Other DoD Navy      Navy      Navy     
## [10305] Army      Navy      Army      Air Force Navy      Navy      Air Force
## [10312] Navy      Army      DLA       Army      Navy      Navy      Air Force
## [10319] Army      Army      Army      Air Force Army      Air Force Navy     
## [10326] Navy      DLA       Navy      DLA       Army      DLA       Air Force
## [10333] Other DoD Air Force DLA       Air Force DLA       Other DoD Navy     
## [10340] Air Force Air Force Army      Air Force Air Force DLA       Navy     
## [10347] Army      Other DoD DLA       Navy      Army      Army      DLA      
## [10354] Air Force Navy      Navy      Air Force Navy      Navy      Navy     
## [10361] Army      Air Force Air Force Army      Navy      DLA       DLA      
## [10368] Air Force Army      Air Force Army      Navy      Air Force Army     
## [10375] DLA       Navy      DLA       Navy      Navy      DLA       Navy     
## [10382] Army      Army      Air Force DLA       DLA       Army      Army     
## [10389] Army      Air Force Air Force Air Force Air Force Air Force Army     
## [10396] Army      Navy      Other DoD Navy      DLA       DLA       Navy     
## [10403] DLA       DLA       Army      Army      Army      DLA       Army     
## [10410] Army      Air Force Navy      Air Force DLA       Air Force Air Force
## [10417] Army      Air Force Army      Other DoD Other DoD Army      Air Force
## [10424] Army      Army      Army      DLA       Army      Navy      Navy     
## [10431] Army      Navy      Army      Air Force Air Force Navy      Other DoD
## [10438] Army      Other DoD DLA       Navy      Other DoD Navy      Air Force
## [10445] Army      DLA       Army      Air Force Army      Air Force Air Force
## [10452] Navy      Army      Air Force Navy      Army      Navy      Air Force
## [10459] Other DoD Army      DLA       Air Force Air Force Air Force Other DoD
## [10466] Navy      Air Force DLA       DLA       Air Force Army      DLA      
## [10473] Air Force Navy      DLA       DLA       Air Force Army      Army     
## [10480] MDA       DLA       Navy      DLA       Navy      Navy      DLA      
## [10487] Army      Air Force Army      DLA       Navy      Army      Air Force
## [10494] Navy      Army      Air Force Air Force Air Force Navy      Navy     
## [10501] Army      Army      Air Force Air Force Navy      Air Force DLA      
## [10508] Army      Air Force Navy      Army      Army      DLA       Army     
## [10515] Air Force Navy      Air Force Air Force Other DoD Army      Army     
## [10522] Navy      Army      Army      MDA       Air Force Army      Army     
## [10529] Army      Army      MDA       Navy      DLA       Navy      Air Force
## [10536] DLA       Air Force Air Force DLA       Navy      Army      Other DoD
## [10543] Other DoD Army      Other DoD Navy      Army      Air Force Army     
## [10550] DLA       Navy      DLA       Army      Navy      DLA       Air Force
## [10557] Navy      Navy      Navy      Army      Air Force Air Force Air Force
## [10564] Air Force Army      Navy      Air Force Other DoD Army      Army     
## [10571] Army      Air Force Army      Army      DLA       Army      Army     
## [10578] Army      Navy      Navy      Navy      Army      Navy      Army     
## [10585] DLA       DLA       Air Force Army      DLA       Air Force Army     
## [10592] DLA       Navy      Air Force Air Force Air Force Other DoD Other DoD
## [10599] Navy      Army      Air Force Navy      Navy      Army      DLA      
## [10606] DLA       Other DoD Navy      Army      Air Force Air Force Army     
## [10613] DLA       Navy      Army      Army      Air Force Army      Other DoD
## [10620] Navy      Army      DLA       DLA       Navy      DLA       Navy     
## [10627] Air Force Other DoD DLA       Army      Air Force Army      Navy     
## [10634] Other DoD Army      Army      Air Force Navy      Navy      Army     
## [10641] Navy      Army      Army      Navy      Air Force Army      Navy     
## [10648] DLA       DLA       Air Force Army      Navy      Navy      Air Force
## [10655] DLA       DLA       DLA       Air Force Other DoD Army      Navy     
## [10662] Army      Air Force Air Force Army      Air Force Navy      Army     
## [10669] Navy      Navy      Army      Army      Army      Army      Navy     
## [10676] DLA       DLA       Army      Other DoD DLA       Navy      Army     
## [10683] Air Force Navy      Other DoD Army      Navy      Navy      DLA      
## [10690] Army      Other DoD Air Force Army      Navy      Army      Army     
## [10697] DLA       Navy      Navy      Army      Navy      Navy      Navy     
## [10704] Army      Air Force Other DoD Other DoD Army      DLA       Navy     
## [10711] Navy      Navy      Air Force Navy      Navy      Navy      Army     
## [10718] Army      Air Force Army      Other DoD Army      DLA       Navy     
## [10725] Army      DLA       Air Force Army      Navy      Air Force Air Force
## [10732] MDA       Air Force Army      Air Force Navy      Air Force Air Force
## [10739] Air Force Army      Air Force Navy      Air Force DLA       Army     
## [10746] Army      Navy      Navy      Other DoD Army      DLA       Army     
## [10753] Navy      Army      Navy      Army      Navy      Air Force Air Force
## [10760] Army      Army      DLA       Army      Army      Air Force Army     
## [10767] Army      Navy      Navy      DLA       Navy      Army      Army     
## [10774] Air Force Army      Air Force Navy      Air Force DLA       DLA      
## [10781] Other DoD Navy      Air Force Other DoD Air Force Army      DLA      
## [10788] Air Force Army      Army      Navy      Navy      Army      Air Force
## [10795] Navy      Other DoD Air Force Army      Navy      Army      Air Force
## [10802] Air Force DLA       Air Force Navy      Army      Air Force Army     
## [10809] DLA       Navy      Navy      Air Force Army      Army      Army     
## [10816] DLA       DLA       Air Force Other DoD Army      Army      Navy     
## [10823] Air Force Navy      DLA       Army      Air Force Air Force Air Force
## [10830] Navy      DLA       DLA       Army      Other DoD Army      Navy     
## [10837] Army      Other DoD Navy      Army      Navy      Navy      Air Force
## [10844] Navy      Air Force Army      Navy      Army      Army      Army     
## [10851] Army      Navy      Army      Army      Navy      Other DoD Air Force
## [10858] Air Force Other DoD Navy      Air Force DLA       Navy      Navy     
## [10865] Army      Army      Other DoD Army      Air Force Other DoD Navy     
## [10872] Army      Army      Navy      Army      DLA       Army      Army     
## [10879] Navy      Army      Navy      Navy      Air Force Navy      Army     
## [10886] DLA       Army      Air Force Other DoD Other DoD Navy      Army     
## [10893] Army      Air Force Army      Navy      Navy      Army      Army     
## [10900] Navy      Army      DLA       Navy      Navy      Navy      Air Force
## [10907] Other DoD Army      Army      DLA       Army      Other DoD Air Force
## [10914] Navy      Army      DLA       Army      Air Force Navy      Air Force
## [10921] Navy      DLA       Air Force Army      DLA       Air Force Army     
## [10928] Navy      Navy      Navy      Air Force Army      DLA       Army     
## [10935] Navy      DLA       Army      Air Force DLA       Army      Army     
## [10942] Navy      Navy      DLA       Navy      Navy      Navy      DLA      
## [10949] Air Force Other DoD Navy      Navy      Navy      Air Force Army     
## [10956] Navy      Navy      Navy      Army      Army      Air Force Air Force
## [10963] Army      Army      Navy      DLA       Navy      Army      DLA      
## [10970] Other DoD Air Force Navy      Army      Army      Navy      Air Force
## [10977] DLA       Navy      Army      Navy      Air Force Navy      Navy     
## [10984] Other DoD Army      Navy      Air Force Army      Air Force DLA      
## [10991] Navy      Army      DLA       Army      DLA       Army      Army     
## [10998] Other DoD Army      Air Force Navy      Navy      Air Force DLA      
## [11005] DLA       DLA       Air Force Air Force Army      Air Force Air Force
## [11012] Army      Navy      Other DoD Army      DLA       Navy      Navy     
## [11019] Air Force Air Force Army      Air Force Air Force DLA       Army     
## [11026] Army      Navy      Navy      Air Force Air Force Army      Navy     
## [11033] Air Force Air Force DLA       Navy      Navy      DLA       Other DoD
## [11040] Army      Army      Navy      Navy      Army      Navy      DLA      
## [11047] DLA       Navy      Army      DLA       Army      Air Force DLA      
## [11054] Army      Air Force Air Force Other DoD Navy      Navy      DLA      
## [11061] Air Force DLA       DLA       Air Force DLA       Air Force Army     
## [11068] Army      Army      Navy      Army      Army      Other DoD Air Force
## [11075] DLA       DLA       Army      Navy      Navy      Army      DLA      
## [11082] Navy      DLA       Air Force DLA       Army      Air Force DLA      
## [11089] DLA       DLA       Other DoD Air Force Air Force Army      Army     
## [11096] Air Force Navy      Navy      Army      Army      Army      Navy     
## [11103] Army      Navy      Army      Air Force Army      Other DoD Navy     
## [11110] Army      Army      Army      Navy      DLA       Other DoD DLA      
## [11117] Air Force Other DoD Navy      Army      Army      Army      Air Force
## [11124] Navy      Navy      Navy      Navy      Navy      Navy      Navy     
## [11131] Other DoD Navy      Navy      Navy      Navy      Air Force Air Force
## [11138] DLA       DLA       Army      Navy      Air Force Navy      Air Force
## [11145] DLA       Army      Army      Army      Army      Army      Air Force
## [11152] Air Force Air Force Army      Air Force Navy      Navy      Air Force
## [11159] Navy      Army      Navy      DLA       Air Force Air Force Army     
## [11166] Army      Army      Army      Navy      Army      Air Force Navy     
## [11173] Air Force Navy      Army      DLA       Navy      DLA       Navy     
## [11180] Navy      Other DoD DLA       Air Force Other DoD Air Force Navy     
## [11187] Other DoD Navy      DLA       Navy      Army      Other DoD Other DoD
## [11194] Other DoD Army      Other DoD Navy      Army      Other DoD Other DoD
## [11201] Navy      Army      Other DoD Navy      Navy      Army      Navy     
## [11208] DLA       Other DoD Air Force Army      Army      Other DoD Army     
## [11215] Navy      DLA       Army      Army      Army      Other DoD Navy     
## [11222] Air Force Navy      Army      Army      Navy      Army      Army     
## [11229] Army      DLA       Navy      Navy      DLA       Army      Army     
## [11236] DLA       Army      Navy      DLA       Army      Air Force Army     
## [11243] MDA       Air Force Air Force Navy      Army      Air Force DLA      
## [11250] Navy      Navy      Navy      Army      Other DoD Army      Air Force
## [11257] Other DoD Navy      DLA       Air Force Air Force Navy      Air Force
## [11264] Army      Air Force Air Force Air Force Army      Army      Air Force
## [11271] Air Force Air Force Navy      DLA       Army      DLA       Army     
## [11278] DLA       Navy      Air Force Army      Air Force DLA       DLA      
## [11285] Army      Navy      DLA       Navy      Other DoD Air Force Air Force
## [11292] Army      Army      Other DoD Air Force Army      Navy      Army     
## [11299] DLA       Navy      Navy      Army      Navy      DLA       Navy     
## [11306] DLA       DLA       MDA       DLA       Navy      DLA       Navy     
## [11313] Navy      Army      DLA       Army      Army      Air Force Air Force
## [11320] Navy      Navy      Army      Army      Air Force Army      Air Force
## [11327] Other DoD DLA       Army      Navy      Air Force Air Force Air Force
## [11334] Navy      Navy      Navy      Army      Navy      Navy      Air Force
## [11341] DLA       Army      Navy      DLA       Navy      Army      Navy     
## [11348] DLA       Army      Army      DLA       Air Force Navy      Navy     
## [11355] Navy      Air Force Air Force Army      Navy      DLA       Army     
## [11362] Air Force Navy      Navy      Air Force Army      Army      Navy     
## [11369] Navy      Navy      Army      Army      Army      Navy      Army     
## [11376] Navy      DLA       Army      Army      DLA       Navy      Army     
## [11383] Other DoD Navy      Army      Air Force Army      Navy      DLA      
## [11390] Army      DLA       DLA       Other DoD Navy      Army      DLA      
## [11397] DLA       Navy      Air Force Air Force Air Force Navy      Other DoD
## [11404] Other DoD Army      Navy      Navy      DLA       Air Force DLA      
## [11411] Air Force Navy      Air Force Army      Army      Navy      Air Force
## [11418] Navy      Army      Navy      Navy      Navy      Air Force DLA      
## [11425] DLA       Navy      DLA       Navy      Air Force Air Force Air Force
## [11432] Army      Army      Army      Navy      DLA       Navy      Air Force
## [11439] Army      Army      Other DoD Navy      Navy      Army      DLA      
## [11446] Navy      DLA       Air Force Navy      Other DoD Army      Navy     
## [11453] Army      Army      DLA       DLA       Navy      Army      DLA      
## [11460] DLA       Army      Air Force Navy      Air Force Navy      DLA      
## [11467] Air Force DLA       Army      Army      DLA       Air Force Army     
## [11474] Air Force Air Force DLA       Air Force Army      Air Force Army     
## [11481] Army      Air Force Other DoD Navy      Navy      Army      Other DoD
## [11488] DLA       Other DoD DLA       Navy      Navy      Navy      Air Force
## [11495] Other DoD Army      Army      Army      Other DoD Other DoD DLA      
## [11502] Army      Army      Army      Air Force Navy      Air Force Other DoD
## [11509] Air Force Navy      Other DoD Army      Other DoD DLA       Air Force
## [11516] DLA       Army      Air Force Air Force Army      DLA       Army     
## [11523] Navy      Air Force Army      DLA       Navy      DLA       Other DoD
## [11530] Air Force Navy      Air Force Air Force Navy      Army      Army     
## [11537] DLA       Air Force Army      Army      Army      Navy      Navy     
## [11544] Navy      Army      DLA       Other DoD Air Force Navy      Army     
## [11551] DLA       Air Force Air Force DLA       Air Force Army      Army     
## [11558] Air Force Army      Other DoD Navy      Navy      Army      Air Force
## [11565] Army      Army      Navy      Navy      Navy      Army      Army     
## [11572] Army      Army      Navy      Army      Army      Army      Other DoD
## [11579] Army      Army      Army      Army      Army      Navy      Other DoD
## [11586] Air Force Other DoD Other DoD Other DoD Air Force Army      Other DoD
## [11593] Navy      Army      DLA       Army      Army      DLA       Army     
## [11600] Army      Army      Army      Navy      Navy      Navy      Navy     
## [11607] Army      Navy      Army      Air Force DLA       Navy      Air Force
## [11614] Army      Other DoD Navy      Army      Air Force Navy      Air Force
## [11621] Navy      DLA       Army      DLA       Other DoD Air Force Navy     
## [11628] Air Force DLA       Army      DLA       Army      Army      Navy     
## [11635] DLA       Navy      Navy      Air Force DLA       Air Force Other DoD
## [11642] Other DoD DLA       Army      Air Force Navy      Other DoD Navy     
## [11649] Other DoD Navy      DLA       Army      Air Force Air Force Army     
## [11656] Army      Army      DLA       Air Force Army      Navy      Army     
## [11663] Navy      Air Force Air Force Air Force Army      Army      DLA      
## [11670] Navy      Air Force Air Force Other DoD Other DoD Army      Air Force
## [11677] Navy      Army      DLA       Air Force Navy      Other DoD Army     
## [11684] DLA       Air Force Army      Navy      Army      Army      Army     
## [11691] Navy      Navy      Navy      Air Force Air Force Air Force Other DoD
## [11698] Army      Army      DLA       Army      Navy      Navy      DLA      
## [11705] Army      Other DoD Navy      Navy      Army      Other DoD DLA      
## [11712] Navy      Army      Army      DLA       DLA       Army      Army     
## [11719] Navy      Other DoD DLA       Other DoD Air Force Navy      Army     
## [11726] Air Force Navy      Air Force Other DoD Army      Army      Air Force
## [11733] Army      Navy      Navy      DLA       Air Force DLA       Other DoD
## [11740] Army      Navy      DLA       Army      Army      Army      Navy     
## [11747] DLA       DLA       Air Force Navy      DLA       Army      DLA      
## [11754] Army      Army      DLA       Other DoD Navy      Army      Navy     
## [11761] DLA       Navy      Air Force Navy      Navy      DLA       Navy     
## [11768] DLA       Navy      Army      DLA       Army      DLA       Air Force
## [11775] DLA       Army      Other DoD DLA       Air Force DLA       Navy     
## [11782] Other DoD Air Force Navy      Navy      DLA       DLA       Air Force
## [11789] Air Force Army      Army      DLA       Army      Navy      Army     
## [11796] DLA       Army      Navy      Navy      Air Force Navy      Army     
## [11803] Navy      Navy      Other DoD Army      Army      Air Force Navy     
## [11810] Air Force Army      Navy      Army      Navy      Navy      DLA      
## [11817] Other DoD Navy      DLA       Navy      Navy      Navy      Army     
## [11824] DLA       Navy      DLA       Army      Other DoD Army      DLA      
## [11831] Army      Navy      Army      Other DoD Other DoD Army      Navy     
## [11838] Army      Army      DLA       MDA       Other DoD Army      Air Force
## [11845] Air Force Air Force Army      Army      Army      Navy      DLA      
## [11852] Army      Navy      Navy      Navy      Army      Navy      Air Force
## [11859] Army      Other DoD Air Force Army      Army      Navy      Army     
## [11866] Army      Army      Other DoD DLA       Air Force Navy      Navy     
## [11873] DLA       Navy      Army      Army      Army      Navy      Army     
## [11880] Army      Navy      Other DoD Air Force Air Force Other DoD Army     
## [11887] DLA       Air Force Army      Air Force Other DoD Navy      Air Force
## [11894] Navy      Army      Other DoD Air Force Army      DLA       DLA      
## [11901] Navy      Navy      Air Force Army      Army      Other DoD Navy     
## [11908] DLA       Navy      Other DoD Army      Army      Air Force DLA      
## [11915] Army      Army      DLA       Air Force Navy      Air Force Army     
## [11922] Navy      Navy      Air Force Other DoD Navy      Navy      DLA      
## [11929] Army      Navy      Other DoD Army      DLA       Air Force Other DoD
## [11936] Navy      Air Force Other DoD Navy      Air Force Army      Navy     
## [11943] Army      Army      Navy      Other DoD Army      DLA       Army     
## [11950] Army      Navy      Air Force Navy      DLA       MDA       Air Force
## [11957] Army      Army      DLA       Navy      Army      Navy      Air Force
## [11964] Navy      DLA       Other DoD Air Force Air Force DLA       Navy     
## [11971] Other DoD Army      Navy      DLA       Army      Army      Army     
## [11978] DLA       Navy      Navy      Air Force Air Force Navy      Army     
## [11985] Army      DLA       Air Force Air Force Navy      Navy      Army     
## [11992] Navy      Navy      Navy      Air Force Navy      Army      Air Force
## [11999] DLA       Navy      Other DoD Army      Navy      Army      Army     
## [12006] Air Force DLA       Other DoD Navy      DLA       Navy      Navy     
## [12013] Army      Army      Navy      DLA       Air Force Navy      Navy     
## [12020] Navy      DLA       DLA       Navy      DLA       Army      Army     
## [12027] Navy      Air Force Other DoD Army      Navy      Army      Army     
## [12034] Navy      DLA       DLA       Air Force DLA       Army      Army     
## [12041] Navy      DLA       Army      Navy      DLA       DLA       Air Force
## [12048] Air Force Air Force Air Force Navy      Navy      Navy      Other DoD
## [12055] Navy      Air Force Navy      Navy      Air Force Navy      Navy     
## [12062] Other DoD MDA       Air Force Air Force Army      Army      Army     
## [12069] Other DoD Army      Air Force Air Force Air Force Army      Navy     
## [12076] Air Force Navy      DLA       Army      Army      Other DoD Air Force
## [12083] Navy      Navy      Army      Navy      Army      Navy      Navy     
## [12090] Army      Army      Army      Navy      Army      Navy      Navy     
## [12097] Navy      Navy      DLA       DLA       Army      Navy      DLA      
## [12104] Navy      Air Force Other DoD Navy      DLA       Navy      Navy     
## [12111] Navy      Navy      DLA       DLA       Navy      DLA       Navy     
## [12118] Army      DLA       Navy      Other DoD Air Force DLA       Army     
## [12125] Army      Army      Navy      Army      Navy      Air Force Other DoD
## [12132] Other DoD Other DoD Navy      Army      DLA       Army      Army     
## [12139] Other DoD Air Force Other DoD Army      Army      Air Force Navy     
## [12146] Air Force Other DoD DLA       Navy      Army      Other DoD Army     
## [12153] Air Force Other DoD Army      Air Force Navy      Navy      DLA      
## [12160] Navy      Army      Navy      DLA       DLA       Navy      Navy     
## [12167] DLA       Navy      Air Force DLA       Navy      Air Force Army     
## [12174] Air Force Navy      Navy      Air Force Army      Air Force Navy     
## [12181] Army      DLA       DLA       Army      Army      Army      Navy     
## [12188] Navy      DLA       Army      Navy      DLA       Navy      Army     
## [12195] Other DoD DLA       DLA       Other DoD Navy      Navy      Army     
## [12202] Army      Navy      Army      Navy      Army      Navy      Army     
## [12209] Air Force Army      Navy      Navy      Army      Air Force Army     
## [12216] Army      Navy      Navy      Army      Army      Navy      Navy     
## [12223] Navy      Air Force Army      Navy      Air Force Army      Army     
## [12230] Air Force DLA       MDA       Navy      Navy      Army      Army     
## [12237] Army      Navy      Navy      Army      Air Force Army      Navy     
## [12244] Navy      DLA       Navy      DLA       Army      Air Force Other DoD
## [12251] Other DoD DLA       Other DoD DLA       Air Force Air Force Air Force
## [12258] Air Force Other DoD Navy      Army      Navy      Air Force Other DoD
## [12265] Army      Navy      Navy      Air Force Air Force Air Force Other DoD
## [12272] Army      DLA       Air Force Army      Army      Air Force Other DoD
## [12279] Army      Navy      DLA       Navy      DLA       Navy      Army     
## [12286] Army      DLA       Navy      Other DoD Army      Navy      DLA      
## [12293] Navy      Army      Army      Army      Army      Other DoD DLA      
## [12300] Navy      Navy      Navy      Air Force Navy      Other DoD Navy     
## [12307] DLA       DLA       Other DoD Other DoD Army      DLA       DLA      
## [12314] Air Force Army      DLA       DLA       Navy      Air Force DLA      
## [12321] Navy      Navy      Other DoD Air Force Army      Army      Army     
## [12328] Army      Air Force Army      DLA       Air Force Army      Army     
## [12335] Air Force Army      DLA       Army      Navy      Army      Army     
## [12342] Navy      Navy      Air Force Air Force Army      Army      Navy     
## [12349] Air Force Air Force Air Force Navy      Air Force Air Force Air Force
## [12356] Army      Navy      Army      Army      Other DoD Army      Other DoD
## [12363] Army      Air Force Navy      Other DoD Navy      MDA       Army     
## [12370] Navy      Army      Other DoD Navy      DLA       Other DoD Navy     
## [12377] Army      Army      Navy      Other DoD Army      Army      DLA      
## [12384] Army      Navy      Army      Other DoD DLA       Air Force Navy     
## [12391] Air Force Army      Army      Navy      Army      Navy      Army     
## [12398] Navy      Other DoD Army      DLA       Other DoD Navy      Army     
## [12405] Army      Air Force Army      Air Force Other DoD DLA       Army     
## [12412] Air Force Navy      Navy      Navy      Air Force Other DoD DLA      
## [12419] Army      Navy      Army      Navy      Army      Air Force Army     
## [12426] Other DoD DLA       Navy      Air Force DLA       Navy      DLA      
## [12433] Army      Other DoD Air Force Army      Navy      Navy      Army     
## [12440] Navy      DLA       Air Force Air Force Navy      Army      Other DoD
## [12447] DLA       Air Force Army      Army      Other DoD Navy      Army     
## [12454] Air Force DLA       Navy      Army      Army      DLA       Navy     
## [12461] Air Force Navy      Other DoD DLA       DLA       Air Force Navy     
## [12468] Air Force DLA       Army      DLA       Other DoD Army      DLA      
## [12475] Air Force Other DoD Army      Air Force Air Force Navy      Air Force
## [12482] Army      Air Force Navy      Army      Army      Navy      Army     
## [12489] DLA       Navy      Army      Air Force Navy      DLA       Air Force
## [12496] Navy      Air Force Army      Army      Navy      Army      Navy     
## [12503] DLA       Air Force Army      Navy      Army      Army      Other DoD
## [12510] Army      Other DoD Air Force Army      Other DoD Army      Navy     
## [12517] Navy      Navy      Army      Army      Navy      Other DoD Army     
## [12524] Other DoD Navy      Air Force Army      Air Force DLA       Army     
## [12531] Navy      Air Force Army      Air Force Navy      Navy      Army     
## [12538] Air Force DLA       Navy      Army      DLA       Navy      DLA      
## [12545] Air Force Army      DLA       Other DoD Navy      Navy      DLA      
## [12552] DLA       Other DoD Other DoD DLA       Navy      Air Force Navy     
## [12559] Army      Other DoD DLA       Navy      Other DoD Navy      Army     
## [12566] Army      Army      Other DoD Navy      Army      Air Force Navy     
## [12573] Air Force Navy      Navy      Army      DLA       Navy      Navy     
## [12580] Air Force Navy      Air Force Army      Air Force Air Force Army     
## [12587] Navy      Navy      Army      Air Force Air Force Navy      Army     
## [12594] Air Force Army      Navy      Air Force Air Force Air Force Other DoD
## [12601] Army      Navy      Navy      Army      Army      Navy      Navy     
## [12608] Air Force Army      Army      Air Force Navy      Navy      Army     
## [12615] Navy      DLA       Army      Navy      Navy      Army      DLA      
## [12622] Air Force Navy      Army      Navy      Navy      Army      Navy     
## [12629] Army      DLA       Army      Air Force Air Force DLA       Navy     
## [12636] Air Force Army      Army      Air Force DLA       Air Force Army     
## [12643] Army      Army      Army      Navy      Navy      Army      Navy     
## [12650] Other DoD DLA       Army      Army      Other DoD Army      Navy     
## [12657] Navy      Other DoD Army      Army      Air Force Army      Other DoD
## [12664] Air Force Army      Air Force Army      DLA       Navy      Other DoD
## [12671] Navy      Navy      Army      Navy      Other DoD DLA       Other DoD
## [12678] Navy      Other DoD Army      Army      Army      Other DoD Air Force
## [12685] Air Force Other DoD Army      Navy      Army      Navy      Navy     
## [12692] Army      Army      Army      Army      DLA       Navy      Other DoD
## [12699] Air Force Army      Army      Army      Army      Army      Air Force
## [12706] Air Force DLA       Other DoD Army      Army      Army      Army     
## [12713] Navy      Navy      Army      Army      Other DoD Air Force Navy     
## [12720] Navy      Navy      DLA       Other DoD Army      Navy      Navy     
## [12727] Air Force Army      Army      Air Force DLA       Navy      DLA      
## [12734] DLA       Navy      Army      Army      Army      DLA       Army     
## [12741] Air Force Army      Army      Air Force Air Force Army      DLA      
## [12748] Air Force Navy      Army      Army      Air Force DLA       Navy     
## [12755] Navy      Other DoD Air Force Air Force Navy      DLA       Army     
## [12762] DLA       Other DoD Air Force Army      Army      Other DoD Other DoD
## [12769] Other DoD DLA       Navy      Navy      Navy      Other DoD Navy     
## [12776] Army      Army      Other DoD Army      Air Force Air Force DLA      
## [12783] Army      Air Force Army      Air Force Navy      Air Force Air Force
## [12790] Navy      Other DoD DLA       Army      Navy      Air Force Other DoD
## [12797] Air Force Air Force Army      Army      Navy      Army      Army     
## [12804] Navy      Army      Navy      Army      Army      Air Force Other DoD
## [12811] Air Force Army      Air Force Navy      DLA       Other DoD DLA      
## [12818] Navy      Army      MDA       Air Force Army      DLA       Navy     
## [12825] Navy      Army      DLA       Army      Army      Army      Navy     
## [12832] Air Force Army      Army      Air Force Navy      Air Force DLA      
## [12839] Army      Army      Navy      Air Force Air Force Army      Navy     
## [12846] Army      DLA       Navy      Army      Army      Army      Other DoD
## [12853] Army      DLA       Army      Army      Army      DLA       Air Force
## [12860] Army      Navy      Army      Navy      DLA       Air Force Air Force
## [12867] Navy      Navy      Army      Navy      Army      Army      Other DoD
## [12874] Other DoD Navy      Other DoD Navy      Other DoD Navy      Army     
## [12881] Other DoD MDA       Air Force Army      Army      DLA       Army     
## [12888] DLA       Other DoD Other DoD Navy      Air Force Other DoD Army     
## [12895] Army      Air Force Air Force Army      Navy      Army      Army     
## [12902] Army      Navy      Navy      Army      Army      Army      Army     
## [12909] Navy      DLA       Navy      Army      Army      DLA       Army     
## [12916] Navy      Army      Navy      Navy      Other DoD Other DoD Army     
## [12923] Army      DLA       Navy      DLA       Air Force DLA       Air Force
## [12930] Navy      Army      DLA       Army      Navy      DLA       Army     
## [12937] Air Force DLA       Air Force DLA       Army      DLA       Navy     
## [12944] Navy      Army      Navy      Army      Army      Army      Navy     
## [12951] Navy      Army      DLA       DLA       Air Force Navy      Navy     
## [12958] DLA       DLA       Other DoD DLA       Air Force Other DoD Army     
## [12965] DLA       Army      Navy      Navy      Army      Army      Army     
## [12972] Navy      Army      Other DoD Air Force Navy      Army      Navy     
## [12979] Navy      Army      Army      Army      Navy      Air Force Army     
## [12986] Navy      DLA       Army      Air Force Other DoD Navy      Navy     
## [12993] Navy      Air Force Navy      Air Force DLA       Air Force Navy     
## [13000] Air Force Air Force Army      Navy      Air Force Army      DLA      
## [13007] Navy      Navy      Air Force Air Force Navy      Navy      Navy     
## [13014] Navy      Other DoD DLA       Other DoD Navy      Army      Navy     
## [13021] Air Force Army      Air Force Air Force Army      Air Force DLA      
## [13028] Army      Navy      Air Force Air Force Army      Navy      Navy     
## [13035] Navy      Navy      Other DoD Army      Other DoD Air Force Army     
## [13042] Other DoD Navy      Other DoD Other DoD Army      Army      Navy     
## [13049] DLA       Other DoD DLA       Air Force Army      Navy      Navy     
## [13056] Army      Other DoD Army      Navy      DLA       Other DoD Army     
## [13063] Air Force DLA       Air Force Air Force Army      Navy      Army     
## [13070] Army      Other DoD Other DoD Air Force Air Force DLA       DLA      
## [13077] Navy      Army      Navy      Other DoD Air Force Army      Army     
## [13084] DLA       Navy      Navy      Other DoD Navy      Navy      Navy     
## [13091] DLA       Army      Navy      Navy      DLA       Navy      Navy     
## [13098] DLA       Navy      Navy      Navy      Army      Navy      Army     
## [13105] Navy      Navy      Navy      Navy      Air Force Air Force Army     
## [13112] Army      Navy      DLA       Navy      Army      Army      Air Force
## [13119] Navy      Air Force Army      Navy      Army      Navy      Navy     
## [13126] Army      DLA       Army      Navy      Army      Navy      Navy     
## [13133] Other DoD Army      Air Force Navy      Navy      Army      Army     
## [13140] Navy      DLA       Army      DLA       Navy      DLA       Other DoD
## [13147] Army      Air Force DLA       Army      Army      DLA       Air Force
## [13154] Navy      Navy      Air Force Navy      DLA       Navy      DLA      
## [13161] Army      Navy      Air Force Air Force Air Force DLA       Army     
## [13168] Navy      Army      Navy      Navy      DLA       Navy      Navy     
## [13175] Air Force DLA       Navy      Air Force Navy      Air Force Navy     
## [13182] Navy      Navy      Navy      Army      Army      Army      DLA      
## [13189] Army      Other DoD Army      Air Force Army      Other DoD Air Force
## [13196] DLA       Air Force Air Force Air Force Air Force Navy      DLA      
## [13203] DLA       Army      Navy      Air Force Navy      Navy      Navy     
## [13210] Air Force Army      DLA       Navy      Other DoD Army      Army     
## [13217] Air Force Navy      DLA       Navy      Air Force Navy      Air Force
## [13224] DLA       Army      DLA       Air Force Other DoD Army      DLA      
## [13231] Army      Navy      Other DoD Air Force Navy      DLA       Air Force
## [13238] Army      Navy      Air Force DLA       Other DoD Navy      Army     
## [13245] Navy      Navy      DLA       Army      Navy      Navy      DLA      
## [13252] Air Force Air Force DLA       Other DoD Army      Navy      Navy     
## [13259] Navy      Air Force Air Force Army      DLA       Navy      Navy     
## [13266] Army      Army      Navy      Navy      DLA       Army      Army     
## [13273] Navy      Navy      Other DoD Other DoD Navy      Navy      Air Force
## [13280] Navy      Army      Air Force Other DoD Air Force Navy      Army     
## [13287] Navy      DLA       Navy      Army      Air Force Other DoD Other DoD
## [13294] Navy      Navy      Other DoD DLA       Army      Army      Air Force
## [13301] Air Force Air Force Army      DLA       Navy      DLA       Air Force
## [13308] Other DoD Army      Navy      Navy      Navy      DLA       DLA      
## [13315] Navy      Air Force Army      Navy      Army      Air Force Army     
## [13322] Army      Army      Air Force Air Force Navy      Army      Navy     
## [13329] Navy      Air Force Air Force Air Force Army      Navy      Air Force
## [13336] Army      Navy      Navy      Army      Army      Army      Navy     
## [13343] Navy      Navy      Other DoD Army      Navy      Navy      Army     
## [13350] Navy      Navy      Air Force Navy      Air Force Navy      Army     
## [13357] DLA       Air Force Navy      Air Force DLA       Army      DLA      
## [13364] Army      Other DoD Navy      Navy      Other DoD Air Force Navy     
## [13371] Air Force Army      Air Force DLA       Other DoD Air Force Other DoD
## [13378] Navy      Air Force Army      Air Force DLA       Navy      Army     
## [13385] Navy      DLA       Army      Army      Navy      Air Force Navy     
## [13392] DLA       Air Force DLA       Other DoD Other DoD Army      Army     
## [13399] Other DoD Air Force Army      Army      Army      Army      DLA      
## [13406] Navy      Navy      Air Force Air Force Navy      Navy      Army     
## [13413] Navy      Air Force Navy      Air Force Army      Army      Navy     
## [13420] Army      DLA       DLA       Air Force Army      DLA       Air Force
## [13427] DLA       Air Force Navy      Army      Navy      Air Force Navy     
## [13434] Navy      Army      Navy      Army      DLA       MDA       DLA      
## [13441] Army      Army      Air Force Army      Navy      Army      Army     
## [13448] Army      Air Force Air Force DLA       Army      Other DoD Air Force
## [13455] Army      Air Force Navy      Army      Air Force Navy      Navy     
## [13462] Other DoD Army      Army      Navy      DLA       Other DoD Air Force
## [13469] Army      DLA       Air Force DLA       Air Force DLA       Other DoD
## [13476] Army      Army      Army      Navy      Other DoD Other DoD Navy     
## [13483] Air Force Navy      Air Force Navy      Navy      Air Force Army     
## [13490] Air Force Army      Navy      Army      Air Force Navy      DLA      
## [13497] Air Force Navy      Other DoD Army      Air Force Air Force Air Force
## [13504] Navy      Other DoD Navy      Army      Navy      MDA       Navy     
## [13511] Army      Air Force Army      DLA       Navy      Navy      Army     
## [13518] Navy      Air Force DLA       DLA       Navy      Navy      Navy     
## [13525] Navy      Army      Navy      Air Force DLA       Navy      Army     
## [13532] Army      Air Force Navy      Army      Air Force Navy      DLA      
## [13539] DLA       Air Force Navy      Navy      Army      Air Force Navy     
## [13546] Army      Air Force Army      DLA       Air Force Navy      Army     
## [13553] Air Force DLA       Navy      Army      Air Force DLA       Army     
## [13560] Navy      Navy      DLA       DLA       Air Force Air Force Army     
## [13567] Air Force Air Force Navy      Other DoD DLA       Navy      DLA      
## [13574] Other DoD Navy      Army      Navy      Navy      Other DoD Army     
## [13581] Air Force DLA       Navy      Army      Navy      Air Force Army     
## [13588] Air Force Navy      DLA       Navy      Air Force Navy      Navy     
## [13595] Army      Air Force Other DoD Army      Navy      Army      Air Force
## [13602] Navy      Navy      Navy      Army      Navy      Army      Air Force
## [13609] Navy      DLA       Army      Army      Army      Air Force Army     
## [13616] Army      Air Force DLA       Army      Navy      Other DoD Navy     
## [13623] Navy      Navy      DLA       DLA       Navy      DLA       Army     
## [13630] Army      Air Force Other DoD Army      Army      Air Force Other DoD
## [13637] Other DoD Air Force DLA       Army      Navy      DLA       Air Force
## [13644] Navy      MDA       Navy      Other DoD Navy      Army      Navy     
## [13651] Air Force Other DoD Army      Navy      Army      Air Force DLA      
## [13658] Army      DLA       DLA       Navy      Other DoD Army      Army     
## [13665] Navy      DLA       Air Force Navy      Army      Army      Air Force
## [13672] Air Force Navy      Army      Army      Navy      Army      Army     
## [13679] Navy      Air Force Army      Air Force Army      DLA       Air Force
## [13686] Army      Army      Air Force Army      Navy      DLA       Air Force
## [13693] Army      Other DoD Navy      Navy      Navy      Navy      Army     
## [13700] Air Force Army      Army      Army      DLA       Army      Navy     
## [13707] Army      Navy      Army      DLA       Army      Air Force Air Force
## [13714] Air Force Navy      Air Force Navy      Army      Army      Navy     
## [13721] Air Force Army      Air Force Army      Army      DLA       Army     
## [13728] DLA       Air Force Navy      Air Force Navy      Army      Navy     
## [13735] Army      Army      Navy      Other DoD Other DoD Army      Army     
## [13742] Navy      DLA       DLA       DLA       Air Force Other DoD Army     
## [13749] Air Force Army      Air Force Navy      Navy      Air Force Other DoD
## [13756] DLA       Army      Army      Other DoD Army      Army      DLA      
## [13763] Air Force Army      Navy      Air Force Army      Navy      Air Force
## [13770] DLA       Navy      DLA       Navy      Navy      Air Force Army     
## [13777] Army      DLA       Army      Navy      Army      Army      Air Force
## [13784] Navy      DLA       Air Force Other DoD Navy      Air Force Army     
## [13791] Other DoD Army      Other DoD Army      Other DoD Army      Navy     
## [13798] Army      DLA       DLA       Army      Army      Army      DLA      
## [13805] Army      Army      DLA       DLA       Air Force DLA       Air Force
## [13812] Army      Other DoD Navy      Army      Army      DLA       Army     
## [13819] Army      Other DoD Navy      Army      Navy      DLA       DLA      
## [13826] Army      DLA       DLA       DLA       DLA       Army      Navy     
## [13833] Navy      Army      Air Force Other DoD Air Force Air Force Other DoD
## [13840] Other DoD Air Force Navy      DLA       Navy      Other DoD Army     
## [13847] DLA       Navy      Army      Army      Army      Army      Army     
## [13854] Air Force Navy      Army      DLA       Navy      Navy      Army     
## [13861] Navy      Army      Navy      Army      Army      Air Force Navy     
## [13868] Army      Air Force Navy      Navy      Other DoD Army      Navy     
## [13875] Army      Other DoD Navy      Air Force Army      Air Force Air Force
## [13882] Air Force Navy      Army      Air Force DLA       Air Force Army     
## [13889] Army      Navy      Navy      Navy      Army      Army      Navy     
## [13896] Navy      DLA       Air Force Navy      Navy      Navy      Navy     
## [13903] Navy      Navy      Other DoD Army      Air Force Army      Navy     
## [13910] Navy      Army      DLA       Navy      Army      Army      Navy     
## [13917] MDA       DLA       Navy      DLA       Navy      Army      Army     
## [13924] Army      Navy      Other DoD DLA       Navy      Air Force Army     
## [13931] Air Force Navy      Army      DLA       Air Force Air Force Army     
## [13938] Army      DLA       Air Force Navy      Air Force Army      Other DoD
## [13945] Army      DLA       Other DoD Air Force DLA       Army      Air Force
## [13952] Navy      Army      Air Force Air Force Other DoD Air Force Navy     
## [13959] DLA       Air Force Navy      Army      DLA       Army      Navy     
## [13966] Navy      DLA       DLA       Air Force Army      Navy      Air Force
## [13973] DLA       DLA       Navy      Other DoD Navy      Army      Navy     
## [13980] Navy      Air Force Army      DLA       DLA       Navy      Army     
## [13987] Other DoD Navy      Army      Navy      Army      DLA       DLA      
## [13994] Other DoD Other DoD Other DoD Army      Army      Air Force DLA      
## [14001] DLA       Air Force Air Force Air Force Navy      Army      Navy     
## [14008] DLA       DLA       Army      DLA       Navy      Army      Army     
## [14015] Army      Navy      Navy      Army      Navy      Other DoD Other DoD
## [14022] Army      Army      Army      Army      Other DoD Air Force Navy     
## [14029] Army      DLA       Army      Air Force Air Force Navy      Army     
## [14036] Air Force Army      Army      Army      Army      Navy      Army     
## [14043] DLA       Other DoD Army      Air Force Other DoD Army      Navy     
## [14050] Army      Navy      Army      DLA       Army      Other DoD Army     
## [14057] DLA       Navy      Air Force Army      Navy      DLA       Army     
## [14064] Navy      Air Force Air Force DLA       DLA       Navy      Army     
## [14071] Air Force Navy      Army      Army      DLA       DLA       Air Force
## [14078] Army      DLA       Navy      Navy      Navy      DLA       Army     
## [14085] DLA       Army      Navy      Air Force DLA       Navy      Navy     
## [14092] Other DoD Army      DLA       Army      Air Force Air Force Army     
## [14099] Air Force Air Force DLA       Navy      Navy      Other DoD Army     
## [14106] Other DoD DLA       Navy      Navy      Army      Navy      Air Force
## [14113] Army      Air Force Army      Air Force Navy      Army      Army     
## [14120] Other DoD Army      Navy      Navy      Army      Navy      Army     
## [14127] Army      Air Force Army      Navy      Army      Air Force Navy     
## [14134] Air Force Navy      Navy      Air Force Army      Air Force Navy     
## [14141] Army      Other DoD Army      Navy      Air Force Army      Army     
## [14148] Navy      Air Force Army      Navy      Navy      Navy      Other DoD
## [14155] DLA       Air Force Navy      Other DoD DLA       Air Force Army     
## [14162] Other DoD DLA       DLA       Navy      DLA       Air Force Air Force
## [14169] Air Force Navy      Navy      Army      Navy      Army      Air Force
## [14176] Army      Navy      Air Force Air Force Navy      DLA       DLA      
## [14183] Navy      DLA       Army      Navy      Other DoD Other DoD Air Force
## [14190] Air Force Air Force Navy      Army      Air Force Army      Army     
## [14197] Army      Air Force DLA       Air Force Army      Army      Army     
## [14204] Other DoD Army      Navy      Army      Army      Navy      Air Force
## [14211] Army      Air Force DLA       Army      Army      Navy      Army     
## [14218] Navy      Army      Navy      Army      DLA       Army      Navy     
## [14225] DLA       DLA       DLA       Army      Air Force Navy      DLA      
## [14232] Army      Navy      Air Force Army      Navy      Navy      DLA      
## [14239] Air Force Air Force DLA       DLA       Navy      Navy      DLA      
## [14246] Navy      Navy      Army      Army      Army      Army      Other DoD
## [14253] Army      Army      Army      Army      Air Force Army      Army     
## [14260] Army      Navy      Navy      DLA       Air Force Navy      Army     
## [14267] Army      Navy      Air Force Air Force Air Force Other DoD Army     
## [14274] Other DoD DLA       Army      Air Force Army      Navy      Army     
## [14281] Navy      Navy      Navy      Army      Army      Army      Army     
## [14288] Other DoD Air Force Army      DLA       Army      Army      Army     
## [14295] Navy      Other DoD Army      Navy      Other DoD Army      Air Force
## [14302] Navy      Air Force Navy      Navy      Navy      Air Force Army     
## [14309] Army      Navy      Army      DLA       Army      DLA       Army     
## [14316] Army      Army      Other DoD Navy      Army      Army      Army     
## [14323] Navy      DLA       Air Force Army      Navy      Other DoD Army     
## [14330] Navy      DLA       DLA       Other DoD Army      Army      DLA      
## [14337] DLA       Army      DLA       Army      Army      DLA       Navy     
## [14344] Navy      Navy      Army      DLA       Army      Navy      Army     
## [14351] Navy      Air Force Other DoD Air Force DLA       Air Force Air Force
## [14358] Army      DLA       DLA       Other DoD Army      Army      Air Force
## [14365] Army      Army      Air Force Army      DLA       Army      Navy     
## [14372] Navy      DLA       Army      Navy      Navy      Other DoD DLA      
## [14379] Other DoD Navy      Army      Air Force Other DoD Air Force DLA      
## [14386] Navy      Navy      Air Force Army      Navy      Army      DLA      
## [14393] DLA       Other DoD Air Force Army      Navy      Navy      Army     
## [14400] DLA       Army      Navy      Army      Other DoD Navy      Other DoD
## [14407] Navy      Army      Navy      Air Force Navy      Air Force Army     
## [14414] Navy      Army      Navy      Army      Navy      Air Force Air Force
## [14421] Army      Air Force Air Force Navy      Army      Navy      Air Force
## [14428] Navy      Navy      Navy      Navy      Army      Air Force Army     
## [14435] DLA       Air Force Army      Navy      Other DoD Air Force DLA      
## [14442] MDA       Navy      Navy      Navy      Navy      Army      Air Force
## [14449] Army      DLA       Other DoD Navy      Navy      Army      Army     
## [14456] DLA       Other DoD Army      Army      Other DoD DLA       DLA      
## [14463] DLA       Army      Air Force Navy      Navy      Army      Army     
## [14470] DLA       Army      Air Force Navy      Air Force Navy      Army     
## [14477] Army      Army      Army      Army      Navy      MDA       Army     
## [14484] Navy      Army      Air Force Navy      Air Force Army      Army     
## [14491] Other DoD Other DoD Army      Other DoD Navy      Navy      Army     
## [14498] Army      Army      DLA       Army      Air Force DLA       Army     
## [14505] Army      Navy      Army      Army      DLA       Navy      Army     
## [14512] Air Force Air Force Air Force Army      DLA       Navy      Air Force
## [14519] Army      Other DoD Air Force Army      Other DoD DLA       Air Force
## [14526] Navy      DLA       Navy      Army      Other DoD Other DoD Navy     
## [14533] DLA       Army      Army      DLA       Army      Army      DLA      
## [14540] DLA       Air Force Army      Navy      Navy      Army      Air Force
## [14547] Army      Other DoD Air Force Army      Army      Navy      Other DoD
## [14554] DLA       Army      Navy      MDA       Navy      Navy      Navy     
## [14561] Army      Air Force Air Force DLA       Navy      Army      Navy     
## [14568] Air Force Air Force Air Force Navy      DLA       Army      Army     
## [14575] Air Force Air Force Air Force DLA       Air Force Army      Air Force
## [14582] DLA       DLA       Army      DLA       Air Force Other DoD DLA      
## [14589] Army      Army      Army      Air Force Army      Other DoD Army     
## [14596] Navy      Other DoD Navy      Army      Other DoD Navy      Other DoD
## [14603] Navy      Army      Navy      Army      Navy      Other DoD Air Force
## [14610] Air Force Navy      Air Force Air Force Air Force Air Force Navy     
## [14617] Navy      Army      DLA       Navy      Navy      Army      Army     
## [14624] Army      Navy      Other DoD Army      Army      Other DoD Other DoD
## [14631] Navy      Navy      Army      Navy      Army      Navy      Army     
## [14638] Air Force Air Force Army      DLA       Air Force Air Force Army     
## [14645] Army      Air Force Army      Navy      Navy      Air Force Army     
## [14652] Army      Air Force Army      Army      Navy      Air Force Army     
## [14659] Air Force DLA       Other DoD Army      Army      Navy      Navy     
## [14666] Army      Navy      Navy      DLA       DLA       Air Force Army     
## [14673] Navy      Army      Army      DLA       Army      Navy      Air Force
## [14680] Air Force Air Force Navy      Other DoD Navy      Army      Navy     
## [14687] Navy      DLA       DLA       Navy      Air Force Army      MDA      
## [14694] DLA       Army      Army      Army      DLA       Army      DLA      
## [14701] Air Force Army      Army      Army      Other DoD Army      Other DoD
## [14708] Navy      Army      DLA       Navy      Army      Air Force DLA      
## [14715] Army      Air Force Air Force Air Force Navy      Air Force Navy     
## [14722] DLA       Air Force Army      DLA       Air Force DLA       Navy     
## [14729] Army      Navy      Other DoD Other DoD Air Force Navy      Army     
## [14736] DLA       Navy      Navy      Army      MDA       Navy      Navy     
## [14743] Navy      Army      DLA       Navy      Air Force Other DoD DLA      
## [14750] Navy      Air Force Army      Army      Navy      Navy      Navy     
## [14757] Army      Air Force Air Force DLA       DLA       DLA       Navy     
## [14764] DLA       Air Force Army      DLA       Navy      Army      Army     
## [14771] Army      Air Force Army      Army      Army      DLA       Navy     
## [14778] Army      Air Force Other DoD Navy      DLA       DLA       Air Force
## [14785] Army      Air Force Other DoD Navy      Army      Army      Navy     
## [14792] Other DoD Army      Army      Army      Other DoD Navy      Navy     
## [14799] Navy      Navy      Navy      Army      Navy      Air Force Navy     
## [14806] Air Force Air Force Navy      DLA       Other DoD DLA       DLA      
## [14813] Army      Army      Army      Air Force Air Force Other DoD Air Force
## [14820] Army      Navy      Navy      Army      Other DoD Army      DLA      
## [14827] DLA       Navy      DLA       Army      Navy      Army      Army     
## [14834] Air Force Army      DLA       Navy      Air Force Navy      Army     
## [14841] Army      Army      Army      Army      Air Force Army      Army     
## [14848] Other DoD DLA       Navy      Navy      Navy      DLA       DLA      
## [14855] Air Force Other DoD Navy      DLA       Navy      Army      Army     
## [14862] DLA       Army      DLA       Other DoD DLA       Navy      Other DoD
## [14869] Other DoD Navy      DLA       Air Force Army      Army      Air Force
## [14876] Army      Army      Army      Navy      Army      Navy      Army     
## [14883] Navy      Air Force Navy      Navy      Navy      Army      DLA      
## [14890] Other DoD Navy      DLA       DLA       DLA       Navy      DLA      
## [14897] DLA       Army      Other DoD Air Force Other DoD Army      Army     
## [14904] Air Force DLA       Air Force Air Force Other DoD Army      Army     
## [14911] Air Force Other DoD Navy      Army      Navy      Navy      Army     
## [14918] DLA       Navy      DLA       Navy      Other DoD Army      DLA      
## [14925] Navy      Other DoD Army      Army      Navy      Air Force Air Force
## [14932] Air Force Other DoD Air Force Army      Navy      DLA       Army     
## [14939] Army      Air Force Other DoD Air Force Army      DLA       Navy     
## [14946] Other DoD Navy      Other DoD DLA       DLA       Other DoD Army     
## [14953] Other DoD DLA       Army      Other DoD Other DoD Navy      Army     
## [14960] Navy      Army      Other DoD DLA       DLA       Army      Army     
## [14967] Army      Army      DLA       Other DoD Army      Air Force Army     
## [14974] Navy      Air Force Navy      Army      Navy      Army      Navy     
## [14981] Navy      Other DoD Army      Air Force Navy      Army      Navy     
## [14988] Army      Army      Army      Army      DLA       Air Force Navy     
## [14995] Navy      Navy      Navy      Air Force Army      Other DoD Army     
## [15002] Navy      Navy      Navy      Army      Navy      Air Force Army     
## [15009] DLA       Army      Air Force Navy      Other DoD Navy      Army     
## [15016] Army      Army      Army      Army      Navy      Navy      Air Force
## [15023] Navy      Army      Army      DLA       Other DoD DLA       Army     
## [15030] Air Force Navy      Army      Air Force Air Force Army      Air Force
## [15037] DLA       Army      DLA       Navy      Army      Other DoD Air Force
## [15044] DLA       Air Force Navy      Air Force Air Force Army      Other DoD
## [15051] Army      Other DoD DLA       Army      Army      Navy      Army     
## [15058] Navy      Other DoD Army      Army      Air Force DLA       Navy     
## [15065] Army      Navy      Navy      Other DoD DLA       Air Force Air Force
## [15072] Air Force Other DoD DLA       DLA       Air Force Navy      DLA      
## [15079] Army      Army      Air Force Army      DLA       Navy      Army     
## [15086] Army      Air Force Army      Army      Air Force Air Force Army     
## [15093] Army      Army      Army      Army      Other DoD DLA       Air Force
## [15100] Navy      Air Force Navy      Navy      Army      Air Force Air Force
## [15107] Navy      DLA       Army      DLA       Army      DLA       Army     
## [15114] Air Force Other DoD DLA       Air Force Air Force Navy      Army     
## [15121] DLA       Navy      Navy      Army      DLA       Air Force Army     
## [15128] DLA       Army      DLA       Other DoD Army      Other DoD Army     
## [15135] Army      DLA       Other DoD Army      DLA       DLA       Air Force
## [15142] Army      Navy      Air Force Navy      Navy      Air Force Navy     
## [15149] Army      Army      Army      Navy      Army      Navy      Air Force
## [15156] Other DoD Navy      Army      Air Force Navy      DLA       Army     
## [15163] Navy      Army      Navy      Army      Air Force Navy      Other DoD
## [15170] Navy      Air Force Navy      Navy      Air Force Navy      DLA      
## [15177] Navy      Army      DLA       Army      Army      Air Force DLA      
## [15184] Other DoD MDA       Army      Army      Navy      DLA       Army     
## [15191] Air Force DLA       Army      DLA       Air Force Army      Other DoD
## [15198] Army      Navy      DLA       Air Force Navy      Other DoD Air Force
## [15205] Army      DLA       Army      Air Force DLA       Navy      Navy     
## [15212] Navy      Army      DLA       Navy      Air Force Air Force Army     
## [15219] Air Force Air Force Other DoD Army      Other DoD Air Force DLA      
## [15226] Army      Air Force Air Force Other DoD Navy      Navy      DLA      
## [15233] Air Force DLA       DLA       Navy      DLA       Navy      Navy     
## [15240] Navy      Navy      Army      Army      Other DoD Navy      Navy     
## [15247] Navy      Navy      Army      Army      Air Force Navy      Army     
## [15254] Air Force Air Force Air Force DLA       Navy      Army      DLA      
## [15261] MDA       Army      Navy      Army      Navy      Army      Army     
## [15268] Army      Air Force Army      DLA       Army      Navy      Navy     
## [15275] Air Force Army      Army      Air Force Army      Air Force Navy     
## [15282] Army      Army      Air Force DLA       Navy      Army      Air Force
## [15289] Army      Other DoD Air Force Air Force Air Force DLA       Army     
## [15296] Navy      Air Force Army      Air Force Army      DLA       Air Force
## [15303] Other DoD DLA       Army      Other DoD Army      Other DoD Army     
## [15310] Navy      Navy      Air Force Navy      Other DoD Army      Navy     
## [15317] Navy      Army      Army      Air Force Navy      Army      Other DoD
## [15324] Army      Navy      Navy      Other DoD Army      Navy      Navy     
## [15331] DLA       DLA       Air Force Army      Air Force Navy      Navy     
## [15338] DLA       Navy      MDA       Other DoD Navy      Air Force Army     
## [15345] Other DoD Navy      Navy      Army      Other DoD Army      DLA      
## [15352] Air Force Other DoD Navy      Army      Army      Army      Navy     
## [15359] Army      Navy      Air Force Navy      Navy      Air Force Army     
## [15366] Navy      Air Force Army      DLA       Army      DLA       Army     
## [15373] Navy      Air Force DLA       Navy      Navy      DLA       Air Force
## [15380] Army      Navy      Navy      Air Force Navy      Navy      Army     
## [15387] Navy      Navy      Navy      Air Force Air Force Army      DLA      
## [15394] Navy      Navy      Army      Army      Army      Army      Navy     
## [15401] Navy      Other DoD Navy      Navy      Air Force DLA       Air Force
## [15408] Other DoD Air Force Navy      Navy      Navy      Army      Army     
## [15415] Army      Army      Army      Air Force Army      Other DoD Army     
## [15422] Army      Navy      Air Force Air Force Other DoD Other DoD Navy     
## [15429] Air Force Army      Air Force Army      Other DoD Air Force Navy     
## [15436] Navy      Army      Navy      Army      Other DoD Other DoD Navy     
## [15443] Navy      Navy      Army      Army      Navy      Navy      Navy     
## [15450] DLA       Navy      Navy      Army      Army      Air Force Army     
## [15457] Army      Navy      DLA       Air Force Navy      Air Force Army     
## [15464] Navy      Army      Army      Army      Army      Navy      Air Force
## [15471] DLA       Army      Navy      Air Force Air Force Army      Air Force
## [15478] Navy      Army      Navy      DLA       Army      DLA       Other DoD
## [15485] Army      Navy      Army      Air Force Navy      Navy      Air Force
## [15492] Navy      Air Force Air Force Air Force Air Force Navy      DLA      
## [15499] Air Force Army      Army      Army      Navy      Air Force DLA      
## [15506] Army      DLA       Navy      DLA       Air Force Air Force DLA      
## [15513] Navy      Navy      Army      Navy      Air Force Army      Army     
## [15520] Army      Navy      Army      DLA       Other DoD Army      Navy     
## [15527] Army      Army      Army      Navy      Air Force Army      Navy     
## [15534] Navy      Navy      Army      DLA       DLA       Navy      Air Force
## [15541] Other DoD Army      Army      DLA       Army      Other DoD Air Force
## [15548] Army      DLA       MDA       Navy      Army      DLA       Army     
## [15555] Air Force Other DoD Air Force Other DoD Air Force Other DoD DLA      
## [15562] Army      DLA       Navy      Army      Army      DLA       Army     
## [15569] Air Force Air Force Air Force Navy      Army      Navy      Army     
## [15576] MDA       Other DoD Navy      Navy      Other DoD Navy      Air Force
## [15583] Army      Other DoD Other DoD Air Force Army      Air Force DLA      
## [15590] Army      Navy      DLA       Army      Navy      DLA       Other DoD
## [15597] Navy      DLA       Army      DLA       Navy      Air Force Navy     
## [15604] Navy      Air Force Air Force Navy      Navy      Air Force Air Force
## [15611] Air Force Navy      Army      Army      Navy      DLA       Army     
## [15618] DLA       Army      Air Force Navy      Army      Air Force Air Force
## [15625] Air Force Navy      Army      DLA       Army      DLA       Air Force
## [15632] Army      Navy      Navy      Other DoD Navy      Air Force Other DoD
## [15639] Army      Air Force Army      Army      DLA       DLA       Army     
## [15646] DLA       Air Force Army      Navy      Air Force Navy      Air Force
## [15653] Army      DLA       DLA       DLA       Army      Army      Air Force
## [15660] Army      DLA       DLA       Army      Navy      Other DoD Other DoD
## [15667] Air Force Air Force Army      Army      Navy      Navy      Army     
## [15674] Army      Army      DLA       Other DoD Air Force Navy      DLA      
## [15681] Army      Air Force Other DoD Air Force Air Force Navy      DLA      
## [15688] Army      Army      Other DoD DLA       Army      Air Force Air Force
## [15695] Navy      DLA       Army      Air Force Army      Navy      Navy     
## [15702] Navy      Army      Navy      DLA       Army      Navy      DLA      
## [15709] Navy      Army      Navy      Navy      Navy      Army      Army     
## [15716] Navy      DLA       Navy      Navy      Navy      Navy      DLA      
## [15723] DLA       Army      Air Force Air Force Army      Air Force Army     
## [15730] Army      Air Force Air Force Army      Other DoD Army      Other DoD
## [15737] DLA       Navy      Navy      DLA       Army      Air Force Other DoD
## [15744] Navy      DLA       Army      Air Force Army      Navy      Army     
## [15751] Army      Army      Air Force Navy      DLA       Air Force Army     
## [15758] DLA       Army      Army      DLA       Army      Other DoD Other DoD
## [15765] Navy      Army      Other DoD Army      Navy      Army      DLA      
## [15772] Other DoD DLA       Navy      Navy      Navy      Air Force Navy     
## [15779] Air Force Army      Army      Other DoD Army      Navy      Army     
## [15786] Navy      Other DoD Navy      Army      Army      Navy      Army     
## [15793] DLA       Army      DLA       Army      Army      Navy      Navy     
## [15800] Army      Air Force Air Force Army      Air Force Army      DLA      
## [15807] Navy      DLA       Army      Army      Air Force Army      Navy     
## [15814] DLA       Navy      DLA       DLA       Army      Navy      Army     
## [15821] Army      Navy      Other DoD Army      Army      Navy      Other DoD
## [15828] Army      Navy      DLA       Army      Army      Air Force Air Force
## [15835] DLA       Army      DLA       Air Force Army      Other DoD Army     
## [15842] Army      Navy      Navy      Air Force Air Force Air Force Air Force
## [15849] Army      Navy      Army      Navy      Air Force Army      Navy     
## [15856] Air Force Other DoD DLA       Navy      Army      DLA       Air Force
## [15863] Navy      Navy      Army      DLA       Air Force Navy      Air Force
## [15870] DLA       Army      Other DoD Other DoD Army      Army      Army     
## [15877] Navy      Army      Navy      Army      Air Force Army      Army     
## [15884] Air Force DLA       Army      Air Force Army      Navy      DLA      
## [15891] Air Force Army      Air Force Army      Navy      DLA       Other DoD
## [15898] Air Force Navy      Army      Navy      Other DoD Navy      DLA      
## [15905] Army      Navy      Army      Navy      DLA       Other DoD Navy     
## [15912] DLA       Navy      Army      Air Force Navy      Army      Air Force
## [15919] Air Force Army      Air Force Navy      Air Force Army      Army     
## [15926] Air Force Other DoD DLA       Army      Air Force Navy      Army     
## [15933] DLA       Army      Navy      Air Force Air Force Army      Other DoD
## [15940] Navy      Air Force Other DoD Other DoD Air Force Air Force DLA      
## [15947] Navy      Army      Army      Army      Army      Army      DLA      
## [15954] Army      DLA       Other DoD Army      Other DoD Army      Army     
## [15961] Air Force Air Force Navy      Army      DLA       Army      Navy     
## [15968] Air Force Air Force Army      Navy      Air Force Navy      Army     
## [15975] Army      Army      Army      Navy      DLA       Air Force Army     
## [15982] Air Force DLA       DLA       Air Force Army      Air Force Other DoD
## [15989] Air Force Navy      Army      DLA       Air Force Navy      Air Force
## [15996] Army      Other DoD Other DoD Other DoD Navy      DLA       Navy     
## [16003] Army      Army      Navy      Navy      Air Force Army      Navy     
## [16010] Other DoD Air Force Other DoD Army      DLA       Other DoD Army     
## [16017] Navy      DLA       Army      Army      Army      Army      DLA      
## [16024] Air Force Other DoD Army      Army      Navy      Army      Navy     
## [16031] Army      Army      DLA       Other DoD Army      Air Force Air Force
## [16038] Army      Navy      Air Force Army      DLA       Navy      DLA      
## [16045] Other DoD Army      Army      Army      Navy      DLA       Army     
## [16052] Army      Army      Navy      Army      Army      DLA       Army     
## [16059] Army      Army      Navy      Army      Navy      Air Force Navy     
## [16066] Army      Army      Navy      Navy      Navy      Navy      Army     
## [16073] Navy      Navy      Navy      DLA       Other DoD Army      Navy     
## [16080] Navy      Army      DLA       Air Force Army      Army      Other DoD
## [16087] Air Force Navy      Army      Navy      Army      DLA       DLA      
## [16094] Army      DLA       MDA       Army      Army      Army      Army     
## [16101] Air Force DLA       Navy      DLA       Army      Army      DLA      
## [16108] Other DoD DLA       Air Force Navy      Other DoD Army      Navy     
## [16115] Navy      Army      Navy      DLA       Navy      Air Force Army     
## [16122] Navy      Air Force Air Force Army      Other DoD Navy      Army     
## [16129] Air Force Air Force Other DoD Army      Army      Navy      Air Force
## [16136] Navy      Air Force Navy      Air Force Air Force Army      Air Force
## [16143] DLA       Air Force DLA       Air Force Army      DLA       Army     
## [16150] Army      Air Force DLA       Army      DLA       Navy      Army     
## [16157] Air Force Army      Army      Navy      Air Force DLA       Air Force
## [16164] DLA       DLA       Air Force Army      Army      Other DoD DLA      
## [16171] Army      Navy      Navy      Army      DLA       DLA       Navy     
## [16178] Navy      Army      Navy      Army      Navy      Army      Army     
## [16185] DLA       DLA       Army      Army      DLA       Army      Army     
## [16192] Navy      Air Force Army      Other DoD Air Force Air Force Navy     
## [16199] Army      Navy      Navy      DLA       Army      Navy      Army     
## [16206] Army      Other DoD Other DoD Navy      Navy      Navy      DLA      
## [16213] Army      DLA       DLA       Navy      Air Force Other DoD DLA      
## [16220] Air Force Other DoD Navy      Navy      Navy      DLA       MDA      
## [16227] Army      Navy      Army      Air Force Army      Navy      Army     
## [16234] Army      Army      Navy      Army      Navy      Army      Army     
## [16241] Army      DLA       Army      Air Force Air Force DLA       Navy     
## [16248] Army      Army      Navy      Army      DLA       Air Force Other DoD
## [16255] Army      DLA       DLA       Army      DLA       Air Force Navy     
## [16262] DLA       DLA       Navy      Air Force Air Force Army      Navy     
## [16269] Army      DLA       DLA       Other DoD DLA       Army      Air Force
## [16276] Army      Other DoD Navy      Army      Other DoD Army      Navy     
## [16283] Air Force Air Force Navy      DLA       Army      Army      Air Force
## [16290] Army      Navy      Army      Navy      Army      Air Force DLA      
## [16297] Air Force Army      Navy      Navy      Other DoD Air Force Navy     
## [16304] Navy      Navy      Army      Army      Navy      Navy      Other DoD
## [16311] Other DoD Army      Army      Army      Army      Army      Army     
## [16318] Army      Other DoD Air Force Navy      Air Force Air Force Army     
## [16325] Other DoD Army      Air Force Air Force Navy      DLA       DLA      
## [16332] Navy      Army      Air Force Other DoD Navy      Other DoD Navy     
## [16339] Other DoD Air Force Army      Navy      DLA       Other DoD Navy     
## [16346] DLA       Navy      Navy      Air Force Navy      Navy      Army     
## [16353] Navy      Navy      Air Force Other DoD Other DoD Navy      Navy     
## [16360] Army      Army      DLA       DLA       Army      Navy      Navy     
## [16367] Navy      Air Force Navy      Air Force Navy      Army      Army     
## [16374] Air Force Navy      DLA       Army      Other DoD Army      Air Force
## [16381] Other DoD DLA       Navy      Air Force Army      DLA       Navy     
## [16388] Navy      Air Force Navy      DLA       Air Force Other DoD DLA      
## [16395] Army      Army      Other DoD Navy      Navy      Air Force Other DoD
## [16402] Army      Army      Army      Air Force Other DoD Army      Navy     
## [16409] Air Force Army      Army      Navy      Air Force Navy      Navy     
## [16416] Navy      Other DoD Army      Army      Air Force Navy      Army     
## [16423] Navy      DLA       Navy      Army      Navy      Other DoD Army     
## [16430] Navy      Army      Army      Navy      Navy      Army      Air Force
## [16437] Air Force Navy      DLA       Navy      DLA       Army      DLA      
## [16444] Air Force Army      Army      Other DoD DLA       Navy      Army     
## [16451] Army      Navy      DLA       DLA       DLA       Other DoD Navy     
## [16458] Navy      Air Force DLA       Navy      Air Force Other DoD DLA      
## [16465] DLA       Army      Air Force Navy      Navy      Navy      Air Force
## [16472] Navy      Navy      Army      Army      Army      Navy      DLA      
## [16479] DLA       Other DoD Army      Army      Army      DLA       DLA      
## [16486] Air Force DLA       DLA       DLA       MDA       DLA       Navy     
## [16493] Other DoD Navy      Navy      Navy      Air Force Air Force Army     
## [16500] Army      DLA       DLA       Other DoD DLA       Navy      Air Force
## [16507] DLA       Air Force Air Force Navy      DLA       Navy      Navy     
## [16514] Air Force Army      Army      Army      Navy      Navy      Other DoD
## [16521] DLA       DLA       Navy      Army      Navy      Army      Air Force
## [16528] DLA       Army      Army      Navy      Navy      Navy      Air Force
## [16535] Army      Air Force Air Force DLA       DLA       DLA       DLA      
## [16542] Navy      Air Force Navy      Air Force DLA       Army      Army     
## [16549] Army      Navy      Navy      Navy      Air Force Navy      Navy     
## [16556] Air Force Army      Air Force Air Force Navy      Army      Army     
## [16563] Other DoD Army      Army      Air Force Air Force Air Force Army     
## [16570] Air Force Army      Air Force Army      Army      Army      Army     
## [16577] Navy      Navy      Navy      Army      DLA       Army      Other DoD
## [16584] Navy      DLA       Navy      Navy      Navy      Army      Navy     
## [16591] Other DoD Army      Navy      Air Force Navy      Army      Army     
## [16598] Other DoD Navy      DLA       Army      Navy      DLA       Army     
## [16605] Army      Other DoD Air Force Army      Air Force Other DoD Army     
## [16612] Army      Navy      Other DoD Navy      Army      Army      Army     
## [16619] Navy      Navy      Navy      Army      DLA       Army      Army     
## [16626] Air Force Air Force Air Force DLA       DLA       Navy      Navy     
## [16633] Air Force Navy      Army      Other DoD Other DoD Other DoD Navy     
## [16640] Navy      Army      Navy      DLA       Other DoD Navy      Army     
## [16647] Army      Navy      Army      Other DoD Other DoD Navy      Navy     
## [16654] Air Force Navy      DLA       DLA       Army      Navy      Other DoD
## [16661] Navy      Air Force Army      Army      Navy      Navy      Navy     
## [16668] DLA       Army      Navy      Army      Army      Army      Other DoD
## [16675] Other DoD Army      Navy      Navy      Other DoD Air Force Army     
## [16682] Other DoD Navy      Air Force Air Force Navy      Navy      Navy     
## [16689] Army      Army      Other DoD Other DoD Air Force Air Force Army     
## [16696] Navy      Army      Army      Army      Army      Army      Navy     
## [16703] DLA       Army      Other DoD DLA       Army      Air Force Navy     
## [16710] Army      Army      Army      DLA       Navy      Air Force Navy     
## [16717] Navy      DLA       Navy      DLA       Other DoD DLA       Army     
## [16724] Army      DLA       Army      Other DoD Navy      Army      Air Force
## [16731] Army      Navy      Navy      Army      Navy      Army      Other DoD
## [16738] MDA       Navy      Navy      Navy      Navy      Navy      DLA      
## [16745] Air Force Navy      Navy      Navy      Air Force Navy      DLA      
## [16752] Navy      Navy      Other DoD Other DoD Other DoD Air Force Navy     
## [16759] Army      Army      Army      Army      Air Force Army      Army     
## [16766] Army      Air Force Air Force Air Force Army      Army      Air Force
## [16773] Navy      Air Force Navy      Navy      Army      Air Force Navy     
## [16780] Army      DLA       DLA       Air Force Army      Army      Army     
## [16787] Army      Air Force Army      Other DoD Army      Army      Air Force
## [16794] Navy      Air Force Air Force Air Force Navy      Navy      Navy     
## [16801] Navy      DLA       Army      Army      Navy      DLA       Army     
## [16808] DLA       Army      Navy      Air Force Air Force Army      Army     
## [16815] Army      Army      Army      DLA       Air Force DLA       Navy     
## [16822] Navy      Navy      DLA       Army      Navy      Navy      Air Force
## [16829] Army      DLA       Navy      DLA       Army      DLA       Air Force
## [16836] Army      Other DoD Army      Navy      Navy      Navy      Army     
## [16843] DLA       Navy      Army      Navy      Navy      Army      Navy     
## [16850] Navy      Navy      DLA       Navy      Navy      Army      Navy     
## [16857] DLA       Navy      Other DoD Air Force Army      Navy      Air Force
## [16864] Army      Army      Navy      Army      Army      DLA       Air Force
## [16871] Other DoD Army      Other DoD Air Force Army      Army      Navy     
## [16878] Navy      DLA       Navy      Air Force Navy      Navy      Navy     
## [16885] Army      Army      Army      DLA       Navy      Navy      DLA      
## [16892] Army      Army      Air Force Other DoD Air Force Navy      Air Force
## [16899] Navy      Navy      Other DoD Navy      Other DoD Air Force Navy     
## [16906] Army      Navy      Army      Air Force Other DoD Army      DLA      
## [16913] Air Force Air Force Other DoD Air Force Navy      Air Force Army     
## [16920] Army      Navy      Navy      Army      DLA       Army      Air Force
## [16927] Air Force Navy      Air Force Army      Army      Navy      Navy     
## [16934] Navy      DLA       DLA       DLA       Other DoD Other DoD Navy     
## [16941] Other DoD Army      Navy      DLA       Army      Army      Navy     
## [16948] Army      Army      Army      Navy      Army      Army      Other DoD
## [16955] Army      Army      Army      DLA       Navy      Air Force Army     
## [16962] Other DoD Army      DLA       DLA       Army      Other DoD Army     
## [16969] Air Force Air Force Navy      Army      Navy      DLA       Army     
## [16976] Army      Air Force Army      Army      Navy      DLA       DLA      
## [16983] Army      Army      Navy      Navy      Navy      Other DoD Navy     
## [16990] Army      Army      Navy      Air Force Army      Army      Navy     
## [16997] Army      DLA       Army      Air Force Army      Air Force Air Force
## [17004] Air Force Army      Air Force Navy      DLA       Army      Navy     
## [17011] Other DoD Navy      Navy      Army      DLA       Air Force Army     
## [17018] Air Force Air Force Army      Army      Army      DLA       Navy     
## [17025] Army      Navy      Other DoD Navy      Navy      Other DoD Other DoD
## [17032] Navy      DLA       DLA       Navy      Navy      Navy      Navy     
## [17039] Navy      Air Force Army      Army      Army      Army      Army     
## [17046] Army      DLA       Army      Navy      Air Force DLA       Navy     
## [17053] Navy      Other DoD Army      Air Force Army      DLA       Army     
## [17060] DLA       Army      Other DoD Navy      Air Force Navy      Navy     
## [17067] Air Force Navy      Air Force DLA       Army      Army      Army     
## [17074] Air Force DLA       Other DoD DLA       Army      Navy      Navy     
## [17081] Air Force DLA       DLA       Air Force Army      DLA       Army     
## [17088] Other DoD Army      DLA       Army      Army      Army      Army     
## [17095] Army      Army      Navy      Navy      Air Force Army      Air Force
## [17102] Navy      Navy      Army      Air Force Navy      Navy      DLA      
## [17109] Other DoD Other DoD DLA       Navy      Navy      Other DoD Army     
## [17116] Army      Navy      Air Force Other DoD Army      Navy      DLA      
## [17123] DLA       Air Force DLA       Air Force Other DoD Navy      Other DoD
## [17130] Navy      Army      Navy      Army      Army      Navy      Other DoD
## [17137] Army      Navy      Air Force Army      Army      Army      Army     
## [17144] DLA       Navy      Navy      Army      Navy      Army      Air Force
## [17151] Army      Army      Other DoD Army      Army      Army      Navy     
## [17158] Army      DLA       Navy      Army      Army      Army      Other DoD
## [17165] DLA       DLA       Army      Army      Army      DLA       Navy     
## [17172] Navy      Army      DLA       Army      Navy      Army      Army     
## [17179] Air Force Army      Navy      Navy      Air Force Air Force DLA      
## [17186] Navy      Navy      Navy      Army      Navy      Army      Navy     
## [17193] Army      Navy      Navy      Navy      Army      DLA       Navy     
## [17200] Air Force DLA       Navy      Air Force Air Force Other DoD Navy     
## [17207] DLA       Army      Army      Army      Army      Army      Navy     
## [17214] Army      DLA       Air Force Army      Army      Navy      Navy     
## [17221] Army      Air Force Navy      Navy      Navy      Air Force Navy     
## [17228] DLA       Army      Navy      Other DoD Other DoD Army      DLA      
## [17235] Army      Navy      Air Force Air Force Army      Air Force Air Force
## [17242] Air Force Air Force Navy      Navy      Army      Army      Other DoD
## [17249] Army      Navy      Army      Navy      Navy      Air Force Army     
## [17256] Army      Navy      Navy      Navy      DLA       Navy      Air Force
## [17263] Navy      Army      Air Force Army      Navy      Air Force DLA      
## [17270] Air Force Army      Air Force Army      Other DoD Navy      Army     
## [17277] Army      Navy      Air Force Navy      DLA       Navy      DLA      
## [17284] Air Force DLA       Army      Navy      Other DoD Navy      Navy     
## [17291] DLA       Army      DLA       Air Force Navy      Navy      DLA      
## [17298] Navy      Navy      Army      Navy      DLA       Army      Navy     
## [17305] Army      Army      Navy      Army      DLA       Navy      Air Force
## [17312] Navy      Navy      Air Force DLA       Army      Army      Air Force
## [17319] Navy      Army      Army      Other DoD DLA       Navy      Navy     
## [17326] Army      Army      Army      Other DoD Army      Air Force Army     
## [17333] Army      Navy      Air Force Air Force Other DoD Army      Other DoD
## [17340] Navy      Navy      DLA       Air Force Army      Navy      Air Force
## [17347] Navy      Army      DLA       Navy      Army      Other DoD Navy     
## [17354] Army      Army      DLA       DLA       Army      Navy      Army     
## [17361] Army      DLA       DLA       Navy      Navy      Army      Navy     
## [17368] Army      Army      Navy      Army      Other DoD Army      Army     
## [17375] DLA       Army      DLA       Navy      Army      Army      Navy     
## [17382] Army      DLA       Army      Army      Army      Army      Navy     
## [17389] DLA       Air Force DLA       DLA       Army      Army      Navy     
## [17396] Air Force DLA       Navy      Air Force Navy      Navy      Navy     
## [17403] Air Force Air Force Other DoD DLA       DLA       Navy      DLA      
## [17410] DLA       Navy      Army      Army      Navy      Other DoD Navy     
## [17417] DLA       Army      Air Force Air Force Army      Navy      DLA      
## [17424] Other DoD Other DoD Other DoD DLA       Navy      Navy      Army     
## [17431] Air Force Air Force DLA       Army      DLA       Air Force Army     
## [17438] DLA       Army      Air Force Navy      Other DoD Army      Other DoD
## [17445] Navy      Navy      Other DoD Air Force Other DoD Navy      Navy     
## [17452] Army      Air Force Navy      Army      DLA       Other DoD DLA      
## [17459] Navy      Navy      Army      Army      Army      Navy      DLA      
## [17466] Army      Air Force Air Force DLA       Army      Navy      Army     
## [17473] Army      Other DoD Army      Army      Navy      DLA       Air Force
## [17480] MDA       DLA       Navy      Army      DLA       DLA       Navy     
## [17487] Navy      Army      Air Force DLA       Navy      Army      Navy     
## [17494] Navy      Navy      Navy      DLA       Navy      Navy      Air Force
## [17501] Other DoD Other DoD Air Force Navy      Army      Other DoD DLA      
## [17508] Navy      Air Force DLA       Navy      Army      DLA       Army     
## [17515] Army      DLA       Air Force DLA       DLA       Navy      Army     
## [17522] Other DoD DLA       Other DoD DLA       Navy      Air Force Air Force
## [17529] Navy      DLA       Army      Army      Army      Army      DLA      
## [17536] DLA       Air Force DLA       Air Force Other DoD Navy      Air Force
## [17543] Air Force Army      Army      Army      Navy      Other DoD Navy     
## [17550] Army      Navy      Navy      Air Force Army      DLA       Army     
## [17557] Navy      DLA       Other DoD Navy      Navy      Navy      Air Force
## [17564] Navy      Navy      Navy      Air Force Other DoD DLA       Navy     
## [17571] Navy      Other DoD Navy      Air Force Navy      DLA       Army     
## [17578] Army      Air Force Navy      Navy      Air Force DLA       Navy     
## [17585] Army      DLA       DLA       Army      DLA       Navy      DLA      
## [17592] DLA       Army      Army      DLA       Army      DLA       Other DoD
## [17599] Navy      DLA       Army      Navy      Army      Navy      Air Force
## [17606] Army      Air Force Navy      Army      DLA       DLA       Army     
## [17613] Navy      DLA       Air Force DLA       Army      Air Force Army     
## [17620] Army      Army      Other DoD DLA       Navy      DLA       Air Force
## [17627] Navy      Air Force Navy      Air Force Air Force DLA       Air Force
## [17634] Navy      DLA       Navy      Other DoD Air Force Air Force Army     
## [17641] Army      DLA       Army      Navy      DLA       Air Force Army     
## [17648] Army      Air Force DLA       DLA       Air Force Army      Navy     
## [17655] Navy      DLA       Army      Navy      DLA       Navy      Navy     
## [17662] Navy      Army      DLA       Army      Air Force Navy      Army     
## [17669] Air Force Air Force Air Force Army      Air Force DLA       DLA      
## [17676] Air Force Air Force Other DoD Air Force Air Force Other DoD Navy     
## [17683] Navy      Navy      Navy      Army      Army      Navy      Navy     
## [17690] Army      Army      Navy      Navy      Air Force Army      Other DoD
## [17697] Navy      Army      Army      Navy      Navy      Army      Navy     
## [17704] Navy      Other DoD Army      Air Force Army      DLA       Army     
## [17711] DLA       Other DoD Navy      Army      Other DoD Navy      Navy     
## [17718] Navy      DLA       Army      Navy      Army      Other DoD Air Force
## [17725] Army      Navy      Air Force DLA       Air Force Air Force Army     
## [17732] Air Force Navy      Army      Navy      Navy      Navy      Air Force
## [17739] Air Force Air Force Air Force Navy      Army      Navy      Air Force
## [17746] Air Force Army      Army      Army      Navy      Other DoD Navy     
## [17753] Navy      Air Force Navy      Navy      Other DoD DLA       Army     
## [17760] Other DoD Army      Army      DLA       Navy      Navy      Navy     
## [17767] Army      Army      Army      DLA       Navy      Army      Army     
## [17774] DLA       DLA       DLA       Other DoD Army      Army      DLA      
## [17781] Army      Army      Air Force Navy      Army      Other DoD Other DoD
## [17788] Army      Air Force Navy      DLA       Air Force Air Force Army     
## [17795] Navy      Other DoD Army      DLA       Army      Other DoD Army     
## [17802] Navy      Navy      Army      Navy      Army      Navy      Army     
## [17809] Army      Air Force Army      Army      Army      Other DoD Army     
## [17816] Other DoD DLA       Navy      DLA       Other DoD Air Force Army     
## [17823] Other DoD Air Force Air Force Navy      Other DoD Army      Navy     
## [17830] Air Force DLA       Navy      Army      Air Force Navy      Air Force
## [17837] Air Force Air Force Army      Navy      Navy      DLA       Army     
## [17844] Navy      Army      Air Force DLA       Air Force Army      Army     
## [17851] Army      DLA       Navy      DLA       Navy      DLA       Navy     
## [17858] Navy      Navy      Air Force Army      Army      Air Force Air Force
## [17865] Air Force Other DoD Navy      Navy      Air Force Army      Air Force
## [17872] Army      Army      Army      Navy      Army      DLA       DLA      
## [17879] Other DoD Army      Air Force DLA       Navy      Air Force Other DoD
## [17886] Navy      Air Force Army      Air Force Army      DLA       DLA      
## [17893] Air Force Army      Air Force DLA       Air Force Army      Other DoD
## [17900] Air Force Air Force Other DoD Army      Navy      DLA       Navy     
## [17907] Army      Army      Army      Army      Other DoD Army      Navy     
## [17914] Army      Air Force DLA       Navy      Navy      Air Force Army     
## [17921] Army      Air Force DLA       Navy      Other DoD Army      Navy     
## [17928] Navy      Navy      Army      DLA       Other DoD DLA       Navy     
## [17935] Navy      Air Force Army      Navy      Air Force Air Force Navy     
## [17942] Army      Air Force Air Force Army      DLA       DLA       Other DoD
## [17949] Air Force Army      Navy      Army      Air Force Army      Army     
## [17956] Other DoD Army      Air Force DLA       Other DoD Other DoD Army     
## [17963] Army      Other DoD Army      Navy      Other DoD Army      Navy     
## [17970] Navy      Other DoD DLA       Army      Army      Air Force Army     
## [17977] Navy      Navy      Navy      DLA       Air Force Army      Air Force
## [17984] Navy      Navy      Other DoD Air Force Navy      Army      Navy     
## [17991] Navy      Army      Air Force Army      Navy      Army      DLA      
## [17998] Air Force Army      Army      DLA       Navy      Navy      Navy     
## [18005] Air Force DLA       Army      Army      Army      DLA       Air Force
## [18012] Navy      Air Force Army      Navy      Other DoD DLA       Navy     
## [18019] Army      Army      Navy      Air Force Other DoD Army      Other DoD
## [18026] Army      Army      Army      DLA       Army      DLA       DLA      
## [18033] Air Force Army      Army      Air Force Air Force DLA       Army     
## [18040] DLA       Navy      Army      Navy      Navy      Navy      Navy     
## [18047] Army      Army      Air Force Navy      Air Force Navy      Air Force
## [18054] Army      Navy      Army      Army      Army      Navy      DLA      
## [18061] Air Force Army      Army      Navy      Army      Army      Navy     
## [18068] Air Force DLA       Navy      Army      DLA       Navy      Army     
## [18075] Air Force Air Force Army      Other DoD Army      Army      Navy     
## [18082] Other DoD Air Force Navy      Navy      Army      Air Force Army     
## [18089] Air Force Other DoD Army      Army      Navy      Army      Air Force
## [18096] Air Force Other DoD Navy      Army      Navy      Army      Other DoD
## [18103] Army      Army      Navy      Air Force Army      Army      Air Force
## [18110] Army      Navy      Navy      Air Force Navy      Air Force DLA      
## [18117] Air Force Army      Navy      Army      Navy      Air Force Air Force
## [18124] Army      Navy      Navy      DLA       DLA       Navy      Army     
## [18131] Navy      DLA       Navy      DLA       Other DoD Air Force Navy     
## [18138] Other DoD DLA       Air Force Navy      Navy      Army      DLA      
## [18145] Army      Army      Air Force Army      Navy      Navy      DLA      
## [18152] Army      Other DoD Navy      Navy      Navy      Army      DLA      
## [18159] Air Force Air Force Air Force Other DoD Air Force Army      Navy     
## [18166] Army      Air Force DLA       Army      Army      DLA       Navy     
## [18173] Other DoD Navy      Army      Navy      Navy      Air Force Army     
## [18180] Army      Navy      Other DoD Army      Air Force Army      DLA      
## [18187] Army      Army      Army      Army      Army      Other DoD Navy     
## [18194] Army      Air Force Army      Air Force Navy      Army      Army     
## [18201] Army      DLA       Other DoD Army      Navy      Navy      Army     
## [18208] Air Force Navy      Air Force Army      Navy      Army      DLA      
## [18215] Navy      Air Force Air Force DLA       Other DoD Navy      Navy     
## [18222] Army      Air Force DLA       Navy      Other DoD Other DoD Army     
## [18229] Army      Army      Other DoD Other DoD DLA       Army      Army     
## [18236] Navy      Army      Army      Air Force Other DoD Other DoD Army     
## [18243] DLA       Air Force Air Force Navy      DLA       Other DoD Army     
## [18250] Navy      DLA       Army      Army      Army      Navy      Army     
## [18257] Army      Navy      Army      Other DoD Other DoD Navy      Navy     
## [18264] Air Force Navy      Air Force Navy      Navy      Other DoD DLA      
## [18271] Army      Navy      Army      DLA       Navy      Navy      Air Force
## [18278] Army      Army      Army      Air Force Army      Navy      DLA      
## [18285] Army      DLA       DLA       Navy      Navy      DLA       DLA      
## [18292] Navy      Army      Army      Army      Army      Air Force Army     
## [18299] DLA       Navy      Other DoD DLA       Army      Navy      Navy     
## [18306] Army      Army      Other DoD Army      Other DoD DLA       Air Force
## [18313] Navy      Army      Navy      Navy      Other DoD DLA       Army     
## [18320] Navy      Navy      Navy      Other DoD Army      Navy      DLA      
## [18327] Navy      Navy      Navy      Other DoD Air Force Air Force Navy     
## [18334] Navy      Air Force Navy      Other DoD Navy      DLA       Navy     
## [18341] DLA       DLA       DLA       Army      Navy      Army      Army     
## [18348] Navy      Navy      Army      Navy      Army      DLA       Navy     
## [18355] DLA       DLA       Air Force Army      Other DoD Army      Air Force
## [18362] Air Force DLA       Army      DLA       Army      DLA       Air Force
## [18369] Navy      Navy      Air Force Army      Navy      Army      DLA      
## [18376] DLA       Air Force Army      Army      Navy      Air Force Navy     
## [18383] DLA       Navy      Navy      Army      Army      Air Force Other DoD
## [18390] DLA       Navy      Army      Army      Navy      Army      Air Force
## [18397] Navy      Army      Army      Army      Air Force Navy      Navy     
## [18404] DLA       Army      Army      Air Force Air Force Navy      Other DoD
## [18411] Air Force DLA       Other DoD Army      Army      DLA       Army     
## [18418] Navy      Army      Other DoD Air Force Air Force DLA       Air Force
## [18425] Army      Air Force Air Force Air Force Navy      Other DoD Navy     
## [18432] Air Force Air Force Army      Air Force Army      Navy      Navy     
## [18439] Army      Air Force Air Force Air Force Air Force Navy      Army     
## [18446] DLA       DLA       Other DoD Navy      MDA       Air Force Army     
## [18453] Army      Air Force Army      Air Force DLA       Army      Army     
## [18460] Army      DLA       Air Force Army      Air Force Army      Navy     
## [18467] Air Force DLA       Air Force Navy      Army      Navy      Army     
## [18474] Army      Air Force Navy      Air Force Army      DLA       Navy     
## [18481] Air Force Navy      Other DoD Navy      Other DoD Navy      DLA      
## [18488] Army      DLA       Army      Army      DLA       Air Force Navy     
## [18495] Navy      Air Force Other DoD Army      Air Force Army      Navy     
## [18502] Army      Navy      Navy      Other DoD Air Force Navy      Navy     
## [18509] Air Force Army      Navy      Air Force Army      DLA       Army     
## [18516] DLA       DLA       MDA       Air Force Navy      Other DoD Army     
## [18523] Army      DLA       Navy      Navy      Army      Air Force Army     
## [18530] Army      Navy      Navy      Other DoD Air Force Air Force Navy     
## [18537] Army      Navy      DLA       Navy      DLA       DLA       Army     
## [18544] Other DoD Army      Navy      Navy      Air Force Army      Air Force
## [18551] Navy      Army      Other DoD Other DoD Air Force Other DoD Navy     
## [18558] Army      Air Force Army      Army      Navy      Army      DLA      
## [18565] Navy      Air Force Other DoD Navy      Other DoD Air Force Army     
## [18572] Navy      Navy      Navy      Navy      Air Force DLA       DLA      
## [18579] Army      Other DoD Navy      Other DoD DLA       Army      Navy     
## [18586] Navy      Air Force Army      Navy      Other DoD Other DoD Other DoD
## [18593] Army      DLA       Army      Army      Army      Other DoD Army     
## [18600] Other DoD Navy      Army      Army      Army      Army      DLA      
## [18607] Navy      DLA       Navy      DLA       Army      Navy      Other DoD
## [18614] Navy      Navy      Navy      Other DoD Other DoD Army      Army     
## [18621] Army      Army      Other DoD Air Force Navy      Navy      Other DoD
## [18628] Air Force Navy      Army      Navy      Navy      DLA       DLA      
## [18635] Other DoD Navy      Air Force DLA       Army      Army      Navy     
## [18642] Air Force DLA       Army      Air Force Army      DLA       DLA      
## [18649] Navy      Air Force DLA       Army      Navy      Army      Army     
## [18656] Army      Navy      Navy      Army      Air Force Other DoD Navy     
## [18663] Other DoD Other DoD Army      DLA       Navy      Navy      DLA      
## [18670] Other DoD Air Force Other DoD Air Force Air Force Army      Army     
## [18677] Navy      Air Force Air Force Other DoD Navy      Army      Air Force
## [18684] Navy      DLA       Navy      Other DoD Army      Army      Navy     
## [18691] Air Force DLA       Navy      Air Force MDA       Air Force Navy     
## [18698] Air Force Other DoD Army      Navy      Navy      Army      DLA      
## [18705] Air Force Air Force Air Force Navy      DLA       Navy      DLA      
## [18712] Air Force Army      DLA       Army      Army      Navy      Army     
## [18719] Army      Navy      Air Force Other DoD Army      Army      DLA      
## [18726] Air Force DLA       Air Force Army      Air Force Air Force Army     
## [18733] Navy      Army      Navy      Army      Air Force Army      Army     
## [18740] Navy      DLA       DLA       Army      Army      Army      Army     
## [18747] Army      Army      Army      Air Force Army      DLA       Air Force
## [18754] Navy      Navy      Navy      Air Force Army      Army      DLA      
## [18761] Other DoD Air Force Army      Army      Air Force Army      Navy     
## [18768] Army      Navy      Air Force Navy      Navy      Navy      Air Force
## [18775] Navy      DLA       DLA       Army      Army      Army      DLA      
## [18782] Other DoD Navy      Navy      Navy      Other DoD Navy      DLA      
## [18789] Army      Army      Army      Other DoD Navy      Army      Air Force
## [18796] Other DoD Navy      Air Force Navy      DLA       Other DoD Navy     
## [18803] Navy      Army      Navy      Navy      Navy      Navy      Army     
## [18810] Army      Air Force Navy      Army      Navy      Navy      Air Force
## [18817] Army      Air Force Army      Navy      Army      Army      Navy     
## [18824] Army      Navy      Army      Army      Other DoD Air Force DLA      
## [18831] Navy      Army      Other DoD Navy      MDA       Other DoD Air Force
## [18838] Navy      Army      Other DoD Air Force Army      DLA       Navy     
## [18845] Army      Army      Army      DLA       Army      Army      Navy     
## [18852] Army      Air Force Air Force DLA       Army      Navy      Army     
## [18859] Army      Army      DLA       Army      Air Force Army      Navy     
## [18866] DLA       Army      Navy      Navy      Army      Army      Army     
## [18873] Air Force Air Force Army      Army      Army      Other DoD Navy     
## [18880] Air Force DLA       Navy      Army      Army      Navy      Navy     
## [18887] Navy      Army      Air Force Army      Navy      DLA       Other DoD
## [18894] Navy      Air Force Navy      Army      Air Force DLA       Army     
## [18901] Air Force Air Force DLA       Army      Air Force Army      Navy     
## [18908] Army      Other DoD Army      Army      Army      Navy      Navy     
## [18915] Navy      Navy      Other DoD DLA       Air Force Air Force DLA      
## [18922] Army      Air Force Navy      Navy      Army      DLA       DLA      
## [18929] Air Force Air Force DLA       Air Force Air Force Air Force Other DoD
## [18936] Army      Navy      Air Force Navy      Army      Other DoD Army     
## [18943] DLA       DLA       Other DoD Army      Navy      Air Force DLA      
## [18950] Navy      Air Force Air Force DLA       Navy      Army      Navy     
## [18957] Other DoD Other DoD DLA       Air Force Army      Air Force Army     
## [18964] Army      Other DoD Army      Other DoD Army      Army      Navy     
## [18971] Other DoD Air Force Other DoD Army      Navy      Army      Other DoD
## [18978] Navy      Navy      DLA       Army      Army      DLA       Army     
## [18985] Navy      Navy      DLA       Army      Other DoD Air Force Air Force
## [18992] Navy      Other DoD MDA       Air Force Navy      Army      Army     
## [18999] Other DoD DLA       Army      Air Force Navy      Navy      DLA      
## [19006] Air Force Army      Army      Army      Air Force Army      Air Force
## [19013] Navy      Other DoD Air Force Navy      Navy      Navy      DLA      
## [19020] DLA       Army      Army      Army      Navy      Air Force Air Force
## [19027] Air Force Army      DLA       Army      Army      Army      Navy     
## [19034] Air Force Army      Army      Air Force Army      Army      DLA      
## [19041] DLA       Army      Navy      Navy      Other DoD Army      Other DoD
## [19048] Army      DLA       Navy      DLA       Other DoD Army      Navy     
## [19055] Army      Army      Army      Navy      Navy      Navy      Navy     
## [19062] Army      Air Force Air Force Army      Air Force DLA       Army     
## [19069] Other DoD Army      DLA       Navy      Army      Air Force Other DoD
## [19076] Army      Navy      Other DoD Air Force DLA       Other DoD Navy     
## [19083] Other DoD Army      Other DoD DLA       Other DoD Army      Army     
## [19090] Other DoD Army      Navy      Navy      Navy      Navy      DLA      
## [19097] Army      Army      DLA       Navy      Army      Army      Other DoD
## [19104] Air Force Air Force DLA       Army      DLA       Army      Navy     
## [19111] Navy      DLA       Air Force Air Force Navy      DLA       Navy     
## [19118] Navy      Navy      Navy      Air Force Navy      Army      DLA      
## [19125] Army      Army      Navy      DLA       DLA       Other DoD Other DoD
## [19132] DLA       DLA       Navy      Navy      Air Force Army      DLA      
## [19139] Army      Army      Air Force Army      Army      Air Force Army     
## [19146] Air Force Navy      Army      Other DoD Navy      Other DoD Air Force
## [19153] Navy      Air Force Navy      Army      Navy      Army      Air Force
## [19160] Navy      Navy      Navy      Army      Army      DLA       DLA      
## [19167] Army      Army      Navy      Other DoD Air Force Army      Air Force
## [19174] Army      Air Force Navy      Air Force Navy      Army      Navy     
## [19181] Army      Air Force DLA       Air Force Air Force Navy      Navy     
## [19188] Navy      Navy      Air Force Navy      Army      DLA       Army     
## [19195] Navy      Army      Army      Navy      Navy      Air Force Air Force
## [19202] Army      Air Force Air Force Army      Army      Army      DLA      
## [19209] Army      Army      Navy      Air Force Other DoD Other DoD Navy     
## [19216] Navy      Air Force Navy      Other DoD Army      DLA       Army     
## [19223] Air Force DLA       Air Force Other DoD Army      Navy      Navy     
## [19230] DLA       Other DoD Army      Army      Army      Air Force Army     
## [19237] Air Force Navy      DLA       DLA       Air Force Army      DLA      
## [19244] Army      Army      Other DoD Army      Air Force Army      Army     
## [19251] Air Force DLA       DLA       DLA       Air Force Navy      Air Force
## [19258] Other DoD Air Force Other DoD Other DoD Navy      DLA       Army     
## [19265] Air Force Army      Navy      Army      Army      Other DoD Navy     
## [19272] Navy      Navy      Army      Other DoD Other DoD Army      Army     
## [19279] Navy      DLA       Navy      Navy      DLA       Army      Navy     
## [19286] Navy      DLA       Army      Other DoD Army      Army      Air Force
## [19293] Army      Army      Army      Navy      Navy      DLA       Navy     
## [19300] Army      DLA       Air Force Other DoD Navy      Army      Army     
## [19307] DLA       Army      DLA       Navy      DLA       DLA       Army     
## [19314] Navy      Air Force DLA       Air Force Other DoD Air Force Air Force
## [19321] Other DoD Navy      Army      Navy      Navy      Other DoD Army     
## [19328] Other DoD Air Force Air Force DLA       Army      Navy      Other DoD
## [19335] Air Force Navy      DLA       Navy      DLA       Navy      Air Force
## [19342] Other DoD Navy      Army      DLA       Navy      DLA       DLA      
## [19349] Navy      Army      Air Force Army      Army      DLA       Other DoD
## [19356] Army      Navy      Air Force Air Force Air Force Navy      DLA      
## [19363] DLA       Air Force Air Force Army      Navy      Army      Air Force
## [19370] Air Force Army      Army      Other DoD Army      Navy      Navy     
## [19377] Air Force Air Force Other DoD Air Force Army      Navy      DLA      
## [19384] Air Force Other DoD Army      Army      Army      Air Force Air Force
## [19391] Navy      Army      DLA       Navy      Army      Army      Navy     
## [19398] Army      DLA       Navy      Other DoD Navy      DLA       Air Force
## [19405] Army      DLA       Army      Air Force Army      DLA       DLA      
## [19412] DLA       Navy      Air Force Air Force DLA       Navy      DLA      
## [19419] Army      DLA       Air Force Navy      Army      Air Force Navy     
## [19426] Air Force Navy      Navy      Army      Army      Army      Army     
## [19433] Other DoD Other DoD Army      Other DoD Air Force Air Force Other DoD
## [19440] Navy      Navy      Air Force Air Force Navy      Other DoD Navy     
## [19447] Air Force Navy      Army      Navy      Air Force Army      Air Force
## [19454] Other DoD Navy      Army      Navy      Other DoD Other DoD Other DoD
## [19461] Air Force Navy      DLA       Air Force Army      Army      Army     
## [19468] Army      Army      Air Force Air Force Army      Air Force Other DoD
## [19475] Air Force Navy      Air Force Army      Army      Army      Army     
## [19482] Army      Navy      DLA       Army      Army      Other DoD Army     
## [19489] Navy      Army      DLA       DLA       Army      Army      Navy     
## [19496] DLA       Navy      DLA       Navy      DLA       Army      Navy     
## [19503] DLA       Other DoD Navy      Other DoD Air Force DLA       Other DoD
## [19510] Army      DLA       Army      Air Force DLA       DLA       Navy     
## [19517] Navy      Other DoD Army      Army      Navy      Army      Army     
## [19524] Army      Army      DLA       Air Force DLA       Army      Navy     
## [19531] Navy      Other DoD Air Force DLA       Navy      Air Force Army     
## [19538] Air Force Army      DLA       Air Force Navy      Navy      Air Force
## [19545] Army      DLA       DLA       Army      Navy      Air Force Navy     
## [19552] Other DoD Army      Other DoD DLA       Navy      Navy      Navy     
## [19559] DLA       Other DoD Army      Navy      Navy      Navy      Air Force
## [19566] Air Force Navy      Army      DLA       Army      Air Force Army     
## [19573] Army      Army      Air Force Other DoD Army      Army      Navy     
## [19580] Other DoD Navy      Navy      Army      Other DoD Navy      Navy     
## [19587] Navy      Air Force Army      Other DoD Air Force Navy      Army     
## [19594] Navy      DLA       Army      Air Force Navy      Army      Air Force
## [19601] MDA       DLA       Army      Air Force Navy      Army      Navy     
## [19608] DLA       Army      Army      DLA       Navy      Army      DLA      
## [19615] Army      Navy      Army      DLA       Air Force Army      Navy     
## [19622] Army      Army      Army      Navy      Air Force Other DoD Army     
## [19629] Navy      Army      Navy      Other DoD Navy      Navy      Army     
## [19636] DLA       Army      Navy      Navy      Army      Navy      Army     
## [19643] Air Force Navy      Navy      Navy      Air Force Army      Army     
## [19650] Army      Air Force DLA       Army      Army      Army      Air Force
## [19657] Navy      Navy      Navy      Navy      Army      Air Force Air Force
## [19664] Army      Navy      Navy      Navy      Army      Other DoD Other DoD
## [19671] Army      Army      DLA       Navy      Navy      Army      Navy     
## [19678] Army      Navy      Air Force Army      Navy      Army      DLA      
## [19685] Navy      DLA       DLA       Army      Navy      Army      Air Force
## [19692] Air Force Army      Army      Navy      DLA       Navy      Navy     
## [19699] DLA       Air Force Other DoD DLA       MDA       Other DoD Other DoD
## [19706] Navy      Army      DLA       Navy      Air Force Air Force Army     
## [19713] Army      Navy      Army      Air Force Navy      Other DoD Army     
## [19720] Army      Air Force Navy      Navy      Navy      Army      DLA      
## [19727] Army      Other DoD Navy      Air Force Air Force Navy      Navy     
## [19734] Army      DLA       DLA       Other DoD Army      Other DoD Navy     
## [19741] Air Force Navy      Army      Army      Air Force Army      DLA      
## [19748] Navy      Army      Navy      Air Force Air Force Navy      Air Force
## [19755] Navy      Army      Other DoD Army      Air Force Other DoD Air Force
## [19762] Other DoD Navy      Navy      Navy      Navy      Navy      Air Force
## [19769] Army      Army      Navy      Navy      Air Force Other DoD Army     
## [19776] Air Force DLA       Air Force Army      Other DoD Navy      Navy     
## [19783] Navy      Navy      Navy      DLA       Navy      Army      Navy     
## [19790] Navy      Army      Other DoD Air Force Other DoD Navy      Army     
## [19797] Navy      Navy      DLA       Army      Navy      Other DoD Army     
## [19804] DLA       Army      DLA       Army      Navy      Army      Army     
## [19811] Navy      Army      Army      Navy      Navy      Air Force Air Force
## [19818] DLA       Air Force Other DoD Army      Army      Army      Army     
## [19825] DLA       Air Force Navy      Air Force DLA       Air Force Other DoD
## [19832] Army      Army      Army      Army      Navy      Other DoD DLA      
## [19839] Air Force Air Force DLA       Army      Other DoD Navy      Army     
## [19846] Air Force Air Force Army      Air Force Army      Navy      Army     
## [19853] Army      Navy      Navy      Army      Army      Army      Air Force
## [19860] Army      Air Force Navy      Navy      Army      Navy      Army     
## [19867] Air Force DLA       Air Force Air Force Navy      Air Force Army     
## [19874] Air Force Army      Navy      Air Force DLA       Army      Other DoD
## [19881] Other DoD Army      Army      DLA       Air Force Air Force Other DoD
## [19888] Army      Army      Air Force Other DoD Army      Navy      Navy     
## [19895] Navy      Other DoD Army      Army      Navy      DLA       Air Force
## [19902] Air Force Other DoD Air Force Army      Army      Other DoD Air Force
## [19909] Navy      Air Force Air Force Other DoD DLA       Air Force Navy     
## [19916] Navy      Navy      Other DoD Air Force Army      Army      Army     
## [19923] DLA       Navy      Air Force DLA       Navy      Other DoD Army     
## [19930] Navy      DLA       Air Force Navy      Army      Navy      Army     
## [19937] Army      Navy      Air Force Navy      Navy      Air Force DLA      
## [19944] Other DoD Navy      Navy      Army      Army      DLA       Navy     
## [19951] Army      Navy      Army      Army      Navy      Air Force DLA      
## [19958] DLA       Air Force Army      Navy      DLA       Air Force Navy     
## [19965] Other DoD Army      DLA       Army      Navy      DLA       Air Force
## [19972] DLA       Navy      Army      Army      Army      Army      Other DoD
## [19979] Navy      Army      Navy      Army      Army      Air Force Navy     
## [19986] Army      Navy      Air Force Other DoD Other DoD Navy      Navy     
## [19993] DLA       Navy      Navy      Air Force Navy      Army      Army     
## [20000] Other DoD Other DoD DLA       Navy      Other DoD Navy      Navy     
## [20007] Air Force Other DoD Air Force Navy      Air Force Navy      DLA      
## [20014] DLA       Navy      Air Force DLA       DLA       Army      Other DoD
## [20021] Air Force Army      Navy      Army      Army      Army      Army     
## [20028] DLA       DLA       Air Force Navy      Army      Air Force Navy     
## [20035] Navy      DLA       Navy      Other DoD DLA       Air Force Air Force
## [20042] Navy      Air Force Air Force DLA       Army      Army      Other DoD
## [20049] Navy      Navy      Army      Air Force Army      Other DoD Air Force
## [20056] Army      Air Force Air Force Navy      Air Force Army      Army     
## [20063] Army      Navy      Army      Navy      Army      Army      Army     
## [20070] Army      Navy      Navy      Navy      Army      Army      Air Force
## [20077] Army      Air Force Navy      Navy      Air Force Navy      Air Force
## [20084] Army      Air Force Navy      Other DoD DLA       Army      Navy     
## [20091] Army      Navy      Army      Navy      DLA       Army      Army     
## [20098] Other DoD DLA       Other DoD Navy      Army      Other DoD Air Force
## [20105] Army      Navy      Army      DLA       Air Force Army      Air Force
## [20112] Navy      Navy      Army      DLA       Army      DLA       Navy     
## [20119] Army      DLA       Navy      Air Force DLA       Army      Navy     
## [20126] Air Force Navy      Army      Air Force DLA       Air Force Army     
## [20133] Army      Army      Army      Air Force Army      Air Force DLA      
## [20140] Navy      Navy      Navy      Army      Air Force Navy      Air Force
## [20147] Army      Other DoD Navy      Navy      DLA       Army      Navy     
## [20154] Navy      Navy      Army      DLA       Air Force Army      Navy     
## [20161] Air Force Navy      Air Force Army      Navy      DLA       Air Force
## [20168] Navy      Navy      Air Force Other DoD DLA       DLA       Air Force
## [20175] DLA       DLA       DLA       Army      Army      Army      Navy     
## [20182] Air Force Army      Army      Army      Other DoD Army      Navy     
## [20189] Navy      Navy      Navy      Army      Navy      Army      Army     
## [20196] DLA       Army      Other DoD DLA       Army      Navy      DLA      
## [20203] Navy      Navy      Navy      Navy      DLA       Navy      Air Force
## [20210] Army      Navy      Other DoD Army      Air Force Navy      Navy     
## [20217] Air Force DLA       Navy      Army      Air Force Navy      DLA      
## [20224] Air Force Army      Army      Army      Navy      Army      Other DoD
## [20231] Army      Army      Air Force DLA       DLA       Army      Air Force
## [20238] Navy      DLA       Other DoD Army      Army      DLA       Army     
## [20245] Army      Army      Army      Other DoD Army      DLA       Navy     
## [20252] Air Force Navy      Army      DLA       Navy      Air Force Army     
## [20259] Army      DLA       Army      Navy      Navy      Air Force Army     
## [20266] Air Force Other DoD Other DoD DLA       Navy      Navy      DLA      
## [20273] Navy      Army      Army      Army      Air Force Navy      Army     
## [20280] DLA       DLA       Navy      Navy      Army      Air Force Navy     
## [20287] Navy      DLA       Army      Army      Army      Other DoD Other DoD
## [20294] Army      Air Force Navy      Army      Air Force DLA       Navy     
## [20301] Other DoD Navy      Other DoD Army      Navy      Air Force DLA      
## [20308] DLA       Army      Navy      Other DoD Army      Navy      Other DoD
## [20315] Army      Army      Army      Army      Navy      Navy      Air Force
## [20322] Air Force Air Force Other DoD Other DoD Army      Army      DLA      
## [20329] Navy      Navy      Army      Navy      Army      Air Force DLA      
## [20336] Navy      Navy      Army      Air Force Air Force Air Force Air Force
## [20343] Other DoD Army      Other DoD DLA       Navy      Navy      Air Force
## [20350] Navy      Army      Army      Army      Navy      Navy      Air Force
## [20357] Air Force Army      DLA       Navy      Other DoD DLA       Navy     
## [20364] Navy      Army      DLA       Air Force Other DoD Army      Air Force
## [20371] Navy      DLA       DLA       Army      Air Force DLA       Navy     
## [20378] DLA       Navy      Army      Navy      DLA       DLA       Air Force
## [20385] Air Force Army      Navy      Other DoD Air Force Air Force Navy     
## [20392] Navy      Navy      Navy      Army      Air Force Navy      Air Force
## [20399] Army      DLA       Other DoD Air Force Air Force Army      Army     
## [20406] DLA       Air Force Navy      Navy      DLA       Army      MDA      
## [20413] Navy      Air Force Other DoD Army      DLA       Navy      DLA      
## [20420] Navy      Other DoD Navy      Army      Navy      Other DoD Other DoD
## [20427] Navy      Navy      Army      Army      Other DoD DLA       Navy     
## [20434] Army      Navy      Army      Air Force Army      Army      Army     
## [20441] Navy      Army      Air Force Air Force Air Force Other DoD Air Force
## [20448] Army      Air Force Navy      Air Force Army      DLA       DLA      
## [20455] Air Force DLA       Navy      DLA       Army      Navy      DLA      
## [20462] Army      DLA       Army      Air Force Navy      Navy      Air Force
## [20469] Army      Air Force Army      DLA       Army      Air Force Air Force
## [20476] DLA       Air Force Army      Air Force Other DoD Army      Air Force
## [20483] Army      Navy      Air Force DLA       Other DoD Army      Navy     
## [20490] Air Force Army      DLA       Navy      Army      Navy      DLA      
## [20497] Air Force Other DoD Navy      DLA       Army      Navy      DLA      
## [20504] Army      Navy      Navy      Navy      Navy      DLA       Navy     
## [20511] Other DoD DLA       Army      Army      Army      Navy      Navy     
## [20518] DLA       DLA       Navy      Navy      Navy      Air Force Other DoD
## [20525] Air Force Army      Army      Navy      Air Force Army      Navy     
## [20532] Army      DLA       Other DoD Army      Air Force Navy      Other DoD
## [20539] Air Force Air Force Army      Navy      Navy      Army      Navy     
## [20546] Navy      Air Force Army      Army      Navy      Army      Navy     
## [20553] Air Force Navy      Air Force Army      DLA       Navy      DLA      
## [20560] Army      Navy      Air Force Navy      Other DoD Army      Navy     
## [20567] Air Force Other DoD Army      DLA       Navy      Army      Army     
## [20574] Army      Air Force Navy      Navy      Army      Navy      Air Force
## [20581] Navy      Army      DLA       Air Force Army      Army      Air Force
## [20588] DLA       Navy      Navy      Army      Air Force Army      Navy     
## [20595] Air Force Army      Navy      Navy      MDA       Air Force Air Force
## [20602] Army      Air Force DLA       Army      Navy      Navy      Navy     
## [20609] Army      DLA       Army      Navy      Army      Air Force Navy     
## [20616] Air Force Army      Air Force Navy      Air Force Other DoD Air Force
## [20623] Air Force Navy      Air Force Army      Air Force Army      Army     
## [20630] Navy      Army      Air Force Other DoD Other DoD Army      Air Force
## [20637] Army      Navy      Navy      Air Force Navy      Navy      Army     
## [20644] Air Force Other DoD Air Force Army      DLA       Navy      Navy     
## [20651] Air Force Army      DLA       DLA       Other DoD Army      DLA      
## [20658] Other DoD Air Force Navy      DLA       DLA       Navy      DLA      
## [20665] Army      Navy      DLA       Army      Army      Other DoD Army     
## [20672] Army      Army      Army      Navy      Army      Navy      Navy     
## [20679] Navy      Air Force DLA       Navy      Air Force Navy      DLA      
## [20686] Navy      Navy      Air Force Other DoD Air Force Navy      Navy     
## [20693] Air Force Army      Army      Other DoD Navy      Army      Navy     
## [20700] Army      Navy      Other DoD Navy      Navy      Other DoD DLA      
## [20707] Army      Army      Navy      Navy      Army      Army      Other DoD
## [20714] Navy      Army      Army      Army      DLA       Army      DLA      
## [20721] Army      Air Force Navy      Army      DLA       Army      Air Force
## [20728] Air Force DLA       Navy      Army      Air Force DLA       Army     
## [20735] Navy      Other DoD DLA       Army      Other DoD Navy      Other DoD
## [20742] Navy      DLA       Navy      DLA       Other DoD Other DoD Navy     
## [20749] DLA       Army      Air Force Navy      DLA       Navy      Air Force
## [20756] Army      Navy      Air Force Army      DLA       Navy      Air Force
## [20763] Army      DLA       Navy      Army      Navy      Army      Army     
## [20770] Army      Other DoD Navy      Air Force Army      Army      Navy     
## [20777] DLA       DLA       Army      Navy      DLA       Other DoD Air Force
## [20784] Air Force Navy      Army      Army      Navy      Army      Navy     
## [20791] Army      Army      DLA       Army      Other DoD Navy      Army     
## [20798] Other DoD Air Force DLA       Air Force Navy      Navy      Air Force
## [20805] Navy      Army      Army      Other DoD Air Force Navy      Army     
## [20812] Army      Air Force Army      Army      DLA       Navy      DLA      
## [20819] Other DoD Other DoD Air Force Army      Army      DLA       Air Force
## [20826] DLA       Army      Army      Army      Army      Army      Army     
## [20833] Navy      Navy      Navy      Navy      DLA       Air Force Navy     
## [20840] Army      Army      Army      Army      Navy      Army      Air Force
## [20847] Navy      Army      DLA       Army      Air Force Navy      Navy     
## [20854] Army      DLA       Navy      Army      Air Force Army      Air Force
## [20861] Army      Navy      Navy      Navy      Army      Army      Army     
## [20868] Army      Navy      Army      Army      Other DoD Navy      DLA      
## [20875] Army      Air Force Army      Army      Army      Air Force Navy     
## [20882] Air Force Navy      Navy      Army      Other DoD Navy      Air Force
## [20889] Navy      Army      Other DoD Navy      Navy      Navy      Navy     
## [20896] Other DoD Air Force Navy      Air Force Navy      DLA       Navy     
## [20903] Navy      Navy      Air Force Army      Army      Navy      Army     
## [20910] Navy      DLA       Navy      Navy      DLA       Army      Navy     
## [20917] Air Force Air Force Navy      Army      Air Force Navy      Army     
## [20924] Navy      DLA       DLA       Air Force DLA       Army      Navy     
## [20931] Army      Navy      Air Force DLA       Army      Air Force Army     
## [20938] Navy      Navy      DLA       Army      Navy      Other DoD Other DoD
## [20945] Army      Air Force Air Force Army      Navy      DLA       Air Force
## [20952] Army      Other DoD Other DoD Other DoD Navy      Other DoD Navy     
## [20959] Army      Navy      Army      DLA       Air Force Air Force Army     
## [20966] Navy      Army      Navy      Air Force Navy      Army      Army     
## [20973] Army      Navy      Army      Army      Navy      DLA       Navy     
## [20980] Navy      Navy      Army      Air Force Army      Navy      Air Force
## [20987] Army      Navy      Army      Army      Air Force Other DoD Other DoD
## [20994] Navy      Navy      Air Force Navy      Air Force Army      Army     
## [21001] Air Force Other DoD Air Force Navy      Navy      Army      DLA      
## [21008] DLA       Army      DLA       DLA       Other DoD DLA       Army     
## [21015] Army      Navy      Army      DLA       Other DoD Air Force Navy     
## [21022] Air Force Army      Air Force Navy      Air Force Navy      Navy     
## [21029] DLA       Army      DLA       MDA       Air Force Navy      Navy     
## [21036] Navy      Other DoD Air Force Army      DLA       DLA       DLA      
## [21043] Air Force Navy      DLA       DLA       Navy      Navy      Air Force
## [21050] DLA       DLA       DLA       Navy      DLA       DLA       Navy     
## [21057] Army      Navy      Navy      Navy      Air Force Army      Army     
## [21064] Air Force Navy      Navy      DLA       DLA       Army      Navy     
## [21071] Air Force Army      Army      Navy      Army      Army      Navy     
## [21078] Army      Other DoD Navy      Navy      Air Force DLA       Air Force
## [21085] Air Force DLA       DLA       Army      Navy      Army      Navy     
## [21092] Other DoD Navy      Army      Air Force Army      Other DoD Navy     
## [21099] DLA       Army      Army      Army      Navy      Army      Army     
## [21106] Air Force DLA       DLA       Air Force Navy      DLA       Navy     
## [21113] Army      Army      Navy      DLA       Army      Air Force Air Force
## [21120] Navy      Air Force DLA       DLA       Navy      Army      Army     
## [21127] Navy      Navy      Army      Other DoD Army      Army      Army     
## [21134] Navy      Navy      Navy      Army      Army      Air Force Army     
## [21141] Navy      Air Force Navy      Army      Army      Other DoD Army     
## [21148] Air Force DLA       Navy      Navy      DLA       Navy      Army     
## [21155] DLA       Navy      Navy      Army      DLA       Army      Other DoD
## [21162] Air Force Other DoD Navy      DLA       Navy      Air Force Army     
## [21169] Air Force Army      Army      Navy      Navy      Navy      Navy     
## [21176] DLA       Navy      Navy      Army      Navy      DLA       DLA      
## [21183] Air Force DLA       DLA       Army      Army      Navy      Army     
## [21190] Army      Navy      Air Force DLA       Navy      DLA       Navy     
## [21197] Navy      Other DoD Air Force Air Force Army      Navy      DLA      
## [21204] Navy      Army      Air Force Army      Air Force Air Force Navy     
## [21211] Other DoD Air Force Air Force Other DoD DLA       Air Force DLA      
## [21218] Navy      Navy      DLA       DLA       Army      Navy      Navy     
## [21225] Air Force Army      Navy      Army      DLA       Air Force Army     
## [21232] Navy      DLA       Navy      DLA       Navy      Other DoD Air Force
## [21239] Other DoD Navy      Air Force Air Force Navy      Navy      Army     
## [21246] Navy      Army      Air Force Navy      Navy      Navy      Army     
## [21253] Navy      Army      Army      Army      Army      DLA       Navy     
## [21260] Other DoD DLA       Navy      Army      Navy      Army      DLA      
## [21267] Army      Navy      Army      Army      Air Force Other DoD Navy     
## [21274] Navy      Army      Air Force DLA       Other DoD Other DoD Army     
## [21281] Air Force DLA       DLA       Army      Army      Army      Air Force
## [21288] Army      Army      Navy      Air Force Navy      Army      Army     
## [21295] Navy      DLA       Army      Other DoD Air Force Air Force Air Force
## [21302] Navy      DLA       DLA       Air Force Army      Air Force Army     
## [21309] Navy      Air Force Air Force Air Force Other DoD Navy      MDA      
## [21316] Army      Other DoD Other DoD DLA       Army      Other DoD Navy     
## [21323] Other DoD Other DoD Navy      Air Force Navy      Navy      Other DoD
## [21330] Other DoD DLA       Air Force DLA       Army      Air Force Other DoD
## [21337] Army      Army      Navy      Navy      Army      Navy      Air Force
## [21344] Air Force Navy      Army      DLA       Air Force Army      Army     
## [21351] Navy      Army      Army      Other DoD Other DoD Other DoD Other DoD
## [21358] DLA       Other DoD Army      Army      Air Force Army      Other DoD
## [21365] Army      Army      DLA       Navy      DLA       Air Force Other DoD
## [21372] Navy      Navy      DLA       Other DoD DLA       Army      Army     
## [21379] Army      Army      Army      Army      Navy      Air Force Army     
## [21386] DLA       Navy      Army      DLA       Navy      Army      Army     
## [21393] Army      Air Force Air Force Army      Other DoD Army      Air Force
## [21400] DLA       DLA       DLA       Other DoD Army      Other DoD Navy     
## [21407] Navy      Army      DLA       Navy      Army      DLA       Air Force
## [21414] Air Force Navy      Navy      Navy      Army      Navy      Army     
## [21421] Navy      Air Force DLA       Navy      Navy      Army      Navy     
## [21428] Army      Army      Navy      Army      Army      Navy      Army     
## [21435] DLA       Army      Other DoD Army      Army      Army      Army     
## [21442] DLA       Air Force DLA       Army      Army      Navy      Air Force
## [21449] Navy      Army      Army      Navy      Navy      Army      Air Force
## [21456] DLA       Army      Air Force Navy      Navy      Army      Navy     
## [21463] Other DoD DLA       DLA       DLA       Air Force Navy      Navy     
## [21470] Other DoD Air Force DLA       Army      Air Force Army      Army     
## [21477] Navy      Navy      Air Force Air Force DLA       DLA       Army     
## [21484] DLA       Navy      Army      Army      Army      Army      Air Force
## [21491] Army      Army      Air Force Air Force Army      Navy      DLA      
## [21498] Army      Navy      Air Force Army      Army      Navy      Navy     
## [21505] Army      Navy      Navy      Other DoD Air Force Other DoD Navy     
## [21512] Other DoD DLA       DLA       Army      Navy      Other DoD Navy     
## [21519] Army      DLA       Army      Other DoD Army      Air Force DLA      
## [21526] Army      Navy      Army      Army      DLA       Army      Navy     
## [21533] Navy      Army      Army      Army      Navy      Other DoD DLA      
## [21540] DLA       Other DoD Army      Air Force Navy      Army      Other DoD
## [21547] MDA       Army      Army      DLA       Army      Other DoD Army     
## [21554] Navy      Army      Army      Navy      Other DoD Army      Other DoD
## [21561] Army      Air Force Army      Navy      DLA       Navy      Air Force
## [21568] Air Force DLA       Air Force Navy      Navy      Other DoD Navy     
## [21575] Army      Navy      DLA       Other DoD Air Force Navy      DLA      
## [21582] Army      Other DoD Air Force Army      Navy      Army      Army     
## [21589] DLA       Army      Army      Air Force Army      Navy      Air Force
## [21596] DLA       DLA       Navy      DLA       Air Force Navy      Navy     
## [21603] DLA       Army      Navy      Navy      Navy      DLA       Army     
## [21610] Air Force Army      Air Force Navy      Navy      Army      Army     
## [21617] Navy      Army      DLA       Navy      DLA       Army      Navy     
## [21624] Air Force Navy      Army      Army      DLA       DLA       Navy     
## [21631] Army      Army      Navy      Navy      DLA       Navy      Navy     
## [21638] Army      Air Force DLA       Air Force DLA       Army      Army     
## [21645] Army      Other DoD DLA       Air Force Army      Other DoD Navy     
## [21652] Army      Navy      DLA       Army      DLA       Army      DLA      
## [21659] Navy      DLA       Air Force Other DoD Air Force Navy      Air Force
## [21666] Air Force Navy      DLA       DLA       Army      Other DoD Navy     
## [21673] DLA       Navy      Navy      Navy      Army      Air Force Navy     
## [21680] Air Force Navy      DLA       Air Force DLA       Army      Army     
## [21687] Navy      Navy      DLA       Navy      Other DoD Army      Air Force
## [21694] Army      Army      Army      Navy      Other DoD DLA       Navy     
## [21701] Army      Navy      Navy      DLA       Navy      DLA       Other DoD
## [21708] Air Force Air Force Army      Navy      DLA       Army      Air Force
## [21715] Navy      Navy      Other DoD Air Force DLA       Air Force DLA      
## [21722] Army      Air Force DLA       Air Force Army      Army      DLA      
## [21729] Army      Navy      Other DoD Air Force Army      Other DoD Navy     
## [21736] Other DoD Army      Air Force Army      Army      Army      Navy     
## [21743] Air Force Navy      Army      Air Force Navy      Air Force Army     
## [21750] DLA       Army      Navy      MDA       Navy      DLA       Air Force
## [21757] Navy      DLA       Navy      Army      Army      Navy      Army     
## [21764] Army      Army      Air Force Air Force DLA       DLA       Air Force
## [21771] Air Force Army      Army      Army      Navy      Air Force Army     
## [21778] Navy      DLA       Navy      Other DoD Air Force DLA       Navy     
## [21785] Other DoD DLA       Army      Other DoD Other DoD Navy      Army     
## [21792] Army      Army      Army      Air Force Army      Other DoD Army     
## [21799] Air Force DLA       Navy      Navy      Navy      Air Force Air Force
## [21806] Navy      Navy      Army      Other DoD Army      Army      DLA      
## [21813] DLA       Other DoD MDA       Navy      DLA       Navy      DLA      
## [21820] Other DoD Navy      Other DoD Air Force Navy      Army      Army     
## [21827] DLA       Army      Air Force Navy      Army      Air Force Other DoD
## [21834] DLA       DLA       Army      Navy      DLA       Navy      Air Force
## [21841] Army      Air Force Army      Navy      DLA       Navy      Air Force
## [21848] Air Force Air Force Army      Army      Other DoD Army      Other DoD
## [21855] Other DoD Army      Navy      Air Force Navy      Other DoD Army     
## [21862] Army      DLA       Army      Other DoD Army      Navy      Army     
## [21869] Army      Air Force Army      Navy      Navy      Navy      DLA      
## [21876] Navy      DLA       MDA       Army      DLA       Air Force Navy     
## [21883] Air Force Air Force Navy      DLA       Army      Navy      DLA      
## [21890] Other DoD DLA       Other DoD Navy      Navy      Navy      Other DoD
## [21897] Navy      Navy      Navy      Other DoD Army      DLA       Air Force
## [21904] Army      Air Force Army      Army      Army      Air Force Air Force
## [21911] DLA       Army      Other DoD Army      Navy      Army      Other DoD
## [21918] Navy      Army      Air Force Army      DLA       Other DoD Other DoD
## [21925] Navy      DLA       Army      DLA       Army      Air Force Navy     
## [21932] DLA       DLA       Navy      Air Force Navy      Navy      Air Force
## [21939] Air Force Other DoD DLA       Air Force Navy      Navy      Other DoD
## [21946] Other DoD Air Force Air Force Navy      Other DoD Army      Army     
## [21953] Other DoD Air Force Army      Army      DLA       Air Force Army     
## [21960] Army      Other DoD Air Force DLA       Air Force Air Force Navy     
## [21967] Army      Army      DLA       Army      DLA       DLA       Air Force
## [21974] Navy      Air Force Army      Navy      Navy      Air Force Other DoD
## [21981] Army      Air Force Army      DLA       Army      Army      DLA      
## [21988] Navy      Navy      Air Force Army      Army      DLA       Army     
## [21995] Navy      Other DoD Air Force DLA       Air Force Navy      Air Force
## [22002] Navy      Navy      Navy      Navy      Other DoD Army      Other DoD
## [22009] Navy      Army      Army      Navy      Navy      Army      Other DoD
## [22016] Navy      Air Force DLA       Navy      Army      Army      Other DoD
## [22023] Navy      Navy      Navy      Army      Air Force Navy      Navy     
## [22030] Navy      Army      DLA       Army      Air Force Navy      DLA      
## [22037] Air Force Other DoD Other DoD Air Force DLA       Army      Navy     
## [22044] Army      Navy      Navy      Army      Navy      Army      Army     
## [22051] Air Force Navy      DLA       Air Force Army      Navy      Army     
## [22058] Army      Other DoD Navy      Navy      DLA       Navy      Navy     
## [22065] Navy      Army      Army      Army      Air Force Air Force DLA      
## [22072] Other DoD Army      DLA       Army      Navy      Navy      Navy     
## [22079] Other DoD Army      Air Force Air Force Army      Air Force Navy     
## [22086] Air Force Other DoD Other DoD Navy      Air Force Army      Navy     
## [22093] DLA       Other DoD DLA       Air Force Army      DLA       Army     
## [22100] Navy      DLA       Navy      Other DoD Other DoD Navy      Navy     
## [22107] Navy      Air Force Army      Air Force Navy      Navy      Navy     
## [22114] Other DoD Air Force Other DoD Army      Army      Army      Navy     
## [22121] Navy      Army      Navy      Army      Navy      DLA       Navy     
## [22128] Army      DLA       Army      DLA       Air Force Other DoD Army     
## [22135] Air Force Army      Navy      Other DoD Other DoD DLA       Army     
## [22142] Army      Army      Navy      Army      DLA       Navy      Army     
## [22149] Navy      Army      Navy      Air Force Army      Air Force DLA      
## [22156] Navy      DLA       Army      Army      Navy      DLA       Other DoD
## [22163] Army      Air Force Air Force Army      Navy      Air Force Army     
## [22170] Army      Navy      DLA       DLA       DLA       Navy      Air Force
## [22177] Army      Other DoD Navy      Air Force Army      Navy      Navy     
## [22184] Air Force Navy      Army      Other DoD Air Force Army      Navy     
## [22191] DLA       Army      Air Force Army      Navy      Navy      DLA      
## [22198] Army      Navy      DLA       DLA       Air Force Navy      Other DoD
## [22205] DLA       DLA       Army      Navy      Navy      DLA       DLA      
## [22212] Air Force Army      Army      Air Force Air Force DLA       DLA      
## [22219] Army      Navy      Other DoD Navy      Army      Air Force Air Force
## [22226] Army      Navy      DLA       Air Force Army      Air Force Navy     
## [22233] Army      Army      Navy      Other DoD Navy      Army      Army     
## [22240] Army      Army      Navy      Army      Army      Other DoD Navy     
## [22247] Army      MDA       DLA       Navy      Army      Navy      Army     
## [22254] Other DoD Navy      Air Force Air Force Navy      Other DoD DLA      
## [22261] Army      Navy      Air Force Army      Army      Other DoD Navy     
## [22268] Other DoD Air Force Navy      Navy      Army      Air Force Air Force
## [22275] DLA       Navy      Air Force Army      Navy      DLA       Air Force
## [22282] Air Force Air Force Army      Air Force Air Force Army      Navy     
## [22289] DLA       Army      DLA       Army      Navy      Army      Navy     
## [22296] Navy      Navy      Army      Navy      DLA       Navy      Navy     
## [22303] Army      Navy      Air Force Other DoD Army      Air Force Army     
## [22310] Army      Air Force Army      Army      Navy      Army      Navy     
## [22317] Navy      Navy      Army      Army      Navy      Army      Other DoD
## [22324] Navy      Army      Navy      Air Force Navy      Army      Air Force
## [22331] Air Force Air Force DLA       Air Force Army      Navy      Army     
## [22338] DLA       DLA       Navy      Navy      Navy      Army      Other DoD
## [22345] Army      Other DoD Navy      Air Force Army      Army      Army     
## [22352] DLA       Navy      Other DoD Navy      DLA       Army      Army     
## [22359] Navy      Navy      Air Force Air Force Army      Navy      Navy     
## [22366] Navy      Navy      Army      Air Force DLA       DLA       Navy     
## [22373] Air Force Air Force Air Force Navy      Air Force Army      Navy     
## [22380] Navy      Army      Air Force Navy      Navy      Navy      Navy     
## [22387] Air Force Navy      Navy      Navy      DLA       DLA       Navy     
## [22394] Army      Air Force Other DoD Army      Navy      Navy      Army     
## [22401] Air Force DLA       Army      Air Force Navy      Army      Navy     
## [22408] Air Force Army      Army      Air Force Army      Army      Other DoD
## [22415] Air Force Army      Navy      Army      Army      DLA       Air Force
## [22422] Navy      Army      Navy      Navy      Army      Navy      DLA      
## [22429] Navy      Air Force Navy      Army      Army      Army      Navy     
## [22436] Army      Army      Air Force Navy      DLA       Air Force DLA      
## [22443] Navy      Navy      Army      Navy      Other DoD Army      Other DoD
## [22450] Navy      DLA       Navy      Air Force Army      Army      Navy     
## [22457] DLA       DLA       Navy      Navy      Navy      Navy      Other DoD
## [22464] Army      Army      Navy      Air Force Army      Army      Army     
## [22471] Navy      Navy      Air Force Air Force DLA       Air Force Air Force
## [22478] Air Force Navy      Navy      Navy      DLA       Air Force DLA      
## [22485] Air Force Army      Air Force Navy      Army      DLA       Navy     
## [22492] Air Force DLA       Navy      Army      Army      Navy      Air Force
## [22499] Navy      Navy      Air Force DLA       Other DoD Other DoD Army     
## [22506] DLA       Army      Navy      DLA       Army      DLA       DLA      
## [22513] Navy      Army      Navy      DLA       Army      Navy      Navy     
## [22520] Army      Navy      Navy      Army      Army      Navy      Air Force
## [22527] DLA       Army      DLA       DLA       Air Force Army      Army     
## [22534] Navy      Air Force Air Force Other DoD Navy      Army      Navy     
## [22541] Air Force Navy      Army      Air Force Other DoD Air Force Air Force
## [22548] Air Force Army      Navy      Army      Air Force Air Force Navy     
## [22555] Navy      Army      Air Force Other DoD Army      Army      Air Force
## [22562] Navy      Other DoD Other DoD DLA       Army      DLA       DLA      
## [22569] Army      Navy      Army      Navy      DLA       Navy      Navy     
## [22576] DLA       DLA       Other DoD Army      Army      DLA       Army     
## [22583] Army      Navy      DLA       Air Force Other DoD Army      Army     
## [22590] Navy      Navy      Air Force Army      Other DoD Air Force Army     
## [22597] Navy      Air Force Air Force Army      Army      DLA       DLA      
## [22604] Navy      DLA       Navy      DLA       Army      Air Force Air Force
## [22611] Navy      Navy      Army      Air Force DLA       Army      Army     
## [22618] Army      Army      Army      Air Force DLA       Army      Other DoD
## [22625] Air Force Navy      Navy      Army      Army      Other DoD Other DoD
## [22632] DLA       Other DoD Navy      Army      Air Force Air Force Navy     
## [22639] Air Force Navy      Other DoD DLA       Navy      Other DoD Army     
## [22646] DLA       Navy      Air Force Air Force DLA       Air Force DLA      
## [22653] Air Force Army      Army      Air Force Army      Army      Air Force
## [22660] Army      DLA       Other DoD Navy      DLA       Army      Other DoD
## [22667] Navy      Other DoD Air Force DLA       Navy      DLA       DLA      
## [22674] Other DoD Navy      Air Force Other DoD Army      Army      Navy     
## [22681] Navy      Army      Army      Navy      Army      Army      Army     
## [22688] Air Force DLA       Navy      Army      Navy      Army      Army     
## [22695] DLA       Other DoD Navy      Other DoD Air Force Navy      Navy     
## [22702] Army      Army      Navy      Navy      Air Force Army      Army     
## [22709] Other DoD Army      Air Force DLA       Army      Navy      Army     
## [22716] Army      DLA       Other DoD DLA       Army      Army      Army     
## [22723] Navy      Army      Navy      Navy      Army      Army      Air Force
## [22730] Navy      Navy      Other DoD Army      Army      Air Force Navy     
## [22737] Army      Army      Air Force Navy      MDA       DLA       Other DoD
## [22744] DLA       Other DoD Navy      Navy      DLA       Army      Air Force
## [22751] Navy      DLA       Air Force Navy      Air Force Navy      DLA      
## [22758] Other DoD Army      Air Force Army      Army      Other DoD Navy     
## [22765] Army      Other DoD Navy      Other DoD Air Force Navy      Army     
## [22772] Navy      Army      Army      Other DoD Navy      Army      Air Force
## [22779] Navy      Navy      Army      Army      DLA       Navy      Navy     
## [22786] Army      Army      DLA       Navy      Navy      DLA       Navy     
## [22793] Navy      DLA       Army      Other DoD Navy      Navy      Navy     
## [22800] Army      Army      Navy      Navy      Army      Army      Army     
## [22807] Navy      Air Force Army      Army      Army      Army      Army     
## [22814] Other DoD Navy      Army      Navy      Navy      Army      Air Force
## [22821] Air Force Army      Other DoD Navy      DLA       Army      Air Force
## [22828] Air Force Army      Other DoD DLA       Army      Air Force Air Force
## [22835] Army      Navy      Navy      Army      Army      Army      Army     
## [22842] Army      Army      DLA       Army      Navy      DLA       Army     
## [22849] Navy      Navy      Navy      Air Force Army      Navy      Army     
## [22856] DLA       Navy      Other DoD Other DoD Other DoD Army      Army     
## [22863] DLA       Air Force Navy      DLA       Navy      Army      Navy     
## [22870] Army      Other DoD Army      Navy      Navy      Navy      Other DoD
## [22877] Army      Other DoD DLA       Navy      Army      Army      DLA      
## [22884] Army      DLA       Navy      Air Force Air Force Air Force Army     
## [22891] Air Force DLA       Army      Army      Navy      Army      DLA      
## [22898] Navy      Navy      Air Force Army      Navy      Army      Navy     
## [22905] Army      Navy      Navy      DLA       Army      Army      Army     
## [22912] Air Force Navy      Army      Army      Navy      Army      Navy     
## [22919] Air Force Air Force Navy      DLA       DLA       Other DoD Army     
## [22926] DLA       DLA       Army      Army      Army      Air Force Air Force
## [22933] Army      Army      Army      Other DoD DLA       Navy      Army     
## [22940] Army      Other DoD Air Force Other DoD Army      Air Force Air Force
## [22947] Navy      Army      Army      Army      Army      Navy      Other DoD
## [22954] DLA       Navy      Navy      Other DoD Navy      Other DoD Air Force
## [22961] Navy      DLA       Air Force Air Force Other DoD Air Force Army     
## [22968] Army      Navy      Army      Army      Air Force Navy      Army     
## [22975] Navy      Navy      Army      Army      Army      Navy      DLA      
## [22982] DLA       Air Force DLA       Air Force Army      Other DoD Army     
## [22989] Other DoD DLA       DLA       Air Force Army      Air Force Navy     
## [22996] Army      Navy      DLA       DLA       Air Force Navy      Army     
## [23003] Air Force Navy      Other DoD Navy      Navy      Navy      Navy     
## [23010] Air Force Navy      Air Force Navy      Army      Other DoD Air Force
## [23017] Air Force DLA       Navy      Navy      Army      Army      Army     
## [23024] DLA       Navy      Air Force Other DoD Navy      Other DoD DLA      
## [23031] Navy      Army      Air Force DLA       Army      Other DoD Army     
## [23038] Army      Navy      Navy      Air Force Army      Army      DLA      
## [23045] Army      Army      Army      Other DoD Navy      Navy      Army     
## [23052] DLA       Army      Army      Navy      Air Force DLA       Navy     
## [23059] Army      DLA       DLA       Army      Navy      Army      DLA      
## [23066] Other DoD DLA       Other DoD DLA       Army      DLA       Navy     
## [23073] Air Force Air Force Navy      Other DoD Other DoD Air Force Army     
## [23080] Air Force Air Force Navy      Navy      Navy      Army      DLA      
## [23087] Other DoD Army      DLA       Army      DLA       Navy      Army     
## [23094] DLA       Navy      Army      Navy      Army      Air Force Navy     
## [23101] Navy      Navy      DLA       DLA       Army      DLA       Other DoD
## [23108] Navy      Navy      Navy      Navy      Army      Air Force Other DoD
## [23115] Air Force Army      Army      Air Force Army      Army      Army     
## [23122] Army      Navy      DLA       Air Force Navy      Other DoD Army     
## [23129] Navy      Navy      DLA       Air Force Army      Army      Navy     
## [23136] Army      Navy      Air Force Army      Navy      Air Force Other DoD
## [23143] Army      Air Force DLA       Air Force Navy      Navy      Army     
## [23150] Army      Army      Navy      DLA       Navy      Army      Air Force
## [23157] Army      Air Force Army      Air Force Navy      Army      Air Force
## [23164] Other DoD Army      Other DoD Navy      Air Force Air Force Air Force
## [23171] DLA       Army      Navy      Army      Army      Air Force Navy     
## [23178] Air Force Army      Air Force Air Force Army      Army      Army     
## [23185] Army      Other DoD Air Force Other DoD Army      Navy      DLA      
## [23192] Army      Navy      Air Force Air Force DLA       Air Force Other DoD
## [23199] Navy      DLA       DLA       Army      Army      DLA       Army     
## [23206] Navy      DLA       DLA       Air Force Air Force DLA       Navy     
## [23213] Army      Army      Army      Navy      Other DoD Army      Army     
## [23220] Navy      Army      Navy      Army      Navy      Navy      Army     
## [23227] Navy      Navy      Air Force Air Force Navy      Navy      Navy     
## [23234] DLA       DLA       Air Force DLA       Army      Army      Navy     
## [23241] Army      Navy      Air Force Army      Navy      Army      Air Force
## [23248] Other DoD Army      DLA       Army      Air Force Army      Air Force
## [23255] Other DoD Other DoD Navy      Navy      Navy      Army      Navy     
## [23262] Navy      Air Force Army      Army      Navy      Army      DLA      
## [23269] Navy      Navy      Air Force Navy      Army      Air Force Army     
## [23276] Army      Other DoD Navy      DLA       DLA       Other DoD Army     
## [23283] Army      Air Force Army      DLA       Army      Other DoD Air Force
## [23290] Army      Air Force Air Force Air Force Other DoD Navy      Navy     
## [23297] Air Force Army      Air Force DLA       Navy      Navy      Navy     
## [23304] Army      DLA       Other DoD Other DoD Other DoD Navy      Navy     
## [23311] Other DoD Navy      Navy      Air Force Air Force Other DoD Air Force
## [23318] Army      Navy      DLA       Army      Air Force Other DoD DLA      
## [23325] Navy      DLA       Air Force DLA       Army      DLA       Other DoD
## [23332] Navy      Army      Other DoD Navy      DLA       Army      Army     
## [23339] Navy      Army      Army      Navy      Navy      Army      Other DoD
## [23346] Navy      Air Force Navy      Navy      Navy      Navy      Army     
## [23353] Navy      Air Force Other DoD DLA       Army      Army      DLA      
## [23360] Army      Navy      Air Force Other DoD DLA       Navy      Navy     
## [23367] DLA       Navy      Navy      Other DoD Navy      Army      Army     
## [23374] DLA       Navy      Navy      DLA       Other DoD Air Force Air Force
## [23381] Navy      Navy      Navy      Other DoD Army      Air Force Army     
## [23388] Navy      DLA       DLA       DLA       DLA       Air Force Other DoD
## [23395] Air Force Navy      Air Force Air Force Army      Air Force Other DoD
## [23402] Army      Air Force Navy      Other DoD Navy      Navy      Army     
## [23409] Navy      Air Force Navy      Army      DLA       Navy      Air Force
## [23416] Air Force Air Force Army      Army      Navy      Army      Army     
## [23423] Air Force DLA       Army      Army      DLA       Other DoD Army     
## [23430] Air Force Army      Navy      DLA       Army      Air Force DLA      
## [23437] DLA       Navy      Navy      Air Force DLA       Army      Army     
## [23444] Navy      Army      DLA       Navy      Other DoD Army      Army     
## [23451] Air Force Other DoD Air Force Navy      Navy      DLA       Other DoD
## [23458] Army      Navy      Army      Navy      Army      Air Force Army     
## [23465] Navy      Navy      Air Force Air Force Air Force Other DoD Army     
## [23472] Army      DLA       Army      DLA       Army      Navy      Air Force
## [23479] DLA       Air Force Air Force Army      Army      Army      Air Force
## [23486] Air Force Other DoD Navy      Army      Air Force Army      Air Force
## [23493] Navy      DLA       Navy      DLA       Navy      Army      Army     
## [23500] Navy      Army      Army      Navy      Army      Army      Navy     
## [23507] Army      Air Force Other DoD Other DoD DLA       DLA       Air Force
## [23514] DLA       Navy      Air Force Navy      Navy      Air Force Air Force
## [23521] Air Force Army      Navy      Navy      Army      Army      Army     
## [23528] Other DoD Air Force Army      Other DoD DLA       Navy      Air Force
## [23535] Navy      Navy      Navy      Navy      Navy      Army      Navy     
## [23542] Other DoD Army      Air Force Army      Navy      Navy      Air Force
## [23549] Army      DLA       DLA       Navy      Navy      Navy      Navy     
## [23556] Army      Navy      Army      Army      Navy      Air Force Navy     
## [23563] Army      MDA       Army      MDA       Air Force Navy      Air Force
## [23570] DLA       Other DoD Navy      Army      DLA       Air Force Army     
## [23577] Navy      DLA       Air Force Other DoD DLA       Navy      DLA      
## [23584] Army      Army      Air Force Navy      Air Force Army      Air Force
## [23591] Other DoD Air Force Army      Navy      Air Force Navy      Other DoD
## [23598] DLA       Air Force Navy      Navy      Air Force DLA       Army     
## [23605] Air Force Air Force Navy      Navy      Army      Navy      Army     
## [23612] DLA       Other DoD Air Force Army      DLA       DLA       DLA      
## [23619] Army      Navy      Air Force Army      Air Force Navy      Army     
## [23626] Air Force Navy      Other DoD DLA       DLA       DLA       Navy     
## [23633] Navy      MDA       Air Force Army      Army      Navy      Air Force
## [23640] Air Force Navy      Air Force Other DoD Army      DLA       Army     
## [23647] Navy      Other DoD Other DoD Navy      DLA       Air Force DLA      
## [23654] Army      Air Force Air Force Navy      Other DoD Other DoD Army     
## [23661] Army      Other DoD Army      Army      Army      Navy      Army     
## [23668] DLA       Other DoD Air Force Navy      Army      Other DoD Other DoD
## [23675] Army      Other DoD Other DoD Air Force DLA       Air Force Air Force
## [23682] Air Force Air Force Navy      Air Force Navy      Navy      MDA      
## [23689] DLA       DLA       Other DoD Navy      Navy      Other DoD Army     
## [23696] Air Force Other DoD Air Force Navy      Navy      Navy      Army     
## [23703] Navy      Air Force Navy      Navy      Air Force Navy      DLA      
## [23710] Navy      DLA       Navy      Air Force Navy      Air Force Navy     
## [23717] Army      Navy      Other DoD Navy      Army      Other DoD Navy     
## [23724] DLA       Air Force Navy      Army      Army      Navy      Air Force
## [23731] Navy      Other DoD Other DoD Air Force Navy      DLA       Army     
## [23738] DLA       MDA       Navy      Navy      Navy      Army      Army     
## [23745] DLA       Army      Army      Army      DLA       Navy      Other DoD
## [23752] Air Force Air Force DLA       Air Force Navy      Navy      Air Force
## [23759] Army      Navy      Army      DLA       Other DoD Army      Navy     
## [23766] Navy      Navy      Army      Air Force DLA       Army      Air Force
## [23773] Air Force Navy      Other DoD DLA       Air Force Air Force DLA      
## [23780] Navy      Navy      Army      DLA       Army      Army      Navy     
## [23787] Other DoD Navy      Army      Navy      Navy      Navy      DLA      
## [23794] Navy      Navy      Army      Navy      Army      Army      DLA      
## [23801] Navy      DLA       Army      Air Force Navy      Air Force Army     
## [23808] Air Force Army      Air Force Navy      Other DoD Air Force Army     
## [23815] DLA       Air Force DLA       Air Force Air Force Other DoD Other DoD
## [23822] Navy      Army      Other DoD Navy      Army      Army      Navy     
## [23829] Army      Navy      Air Force Navy      Navy      Army      Army     
## [23836] Navy      DLA       Army      Army      Army      DLA       Air Force
## [23843] DLA       Army      DLA       DLA       Air Force Air Force Navy     
## [23850] Navy      Navy      Army      Navy      Other DoD Army      Army     
## [23857] Army      Air Force Other DoD DLA       Air Force Navy      Navy     
## [23864] Navy      Navy      Navy      Army      Navy      Navy      DLA      
## [23871] Navy      Army      Navy      Army      Navy      Navy      Air Force
## [23878] Army      Air Force Navy      Army      Navy      Air Force Navy     
## [23885] Air Force Navy      Air Force Air Force Other DoD Navy      Navy     
## [23892] Other DoD Army      Navy      Navy      DLA       Other DoD Air Force
## [23899] Air Force Navy      Navy      Air Force Air Force Army      Air Force
## [23906] Army      Army      Army      Navy      Army      Army      Army     
## [23913] Air Force Navy      Navy      Other DoD Air Force DLA       Air Force
## [23920] Navy      Army      Air Force Navy      DLA       Air Force DLA      
## [23927] Navy      Navy      Air Force Air Force Air Force DLA       Other DoD
## [23934] Army      Other DoD Other DoD Army      Army      Air Force Navy     
## [23941] Navy      Navy      Army      Other DoD Other DoD Other DoD DLA      
## [23948] Navy      Navy      DLA       Other DoD Navy      Navy      Air Force
## [23955] Army      Army      Other DoD Navy      Army      Army      Army     
## [23962] DLA       Air Force DLA       Navy      Army      Army      Navy     
## [23969] Army      Army      Army      Other DoD DLA       Other DoD Air Force
## [23976] DLA       Air Force Air Force Army      Air Force Army      DLA      
## [23983] Air Force DLA       Navy      Navy      DLA       Army      Air Force
## [23990] Navy      Navy      Air Force Navy      Army      Navy      Army     
## [23997] Air Force Army      Navy      DLA       Air Force Army      DLA      
## [24004] Army      Navy      DLA       Navy      Army      Army      Navy     
## [24011] Army      Army      Army      Army      Army      Army      Other DoD
## [24018] Army      Navy      Air Force Other DoD Navy      Air Force Army     
## [24025] Air Force Air Force Army      Army      Air Force Navy      Navy     
## [24032] Air Force Army      Other DoD Army      Army      DLA       Navy     
## [24039] Navy      Other DoD DLA       Army      DLA       DLA       Navy     
## [24046] Navy      Other DoD DLA       Army      Army      DLA       Navy     
## [24053] Army      Navy      Navy      Navy      Air Force Army      DLA      
## [24060] Navy      Army      Navy      Army      Army      Air Force DLA      
## [24067] DLA       Army      Other DoD DLA       Army      Navy      Air Force
## [24074] Navy      Other DoD Army      Air Force Air Force Army      Navy     
## [24081] Air Force Army      Other DoD Navy      Other DoD Other DoD Navy     
## [24088] Air Force Other DoD Navy      Army      Navy      Navy      Air Force
## [24095] DLA       Air Force Navy      Air Force Air Force Navy      Army     
## [24102] Navy      Air Force Navy      Army      Other DoD DLA       Navy     
## [24109] Air Force DLA       Army      Army      Navy      Navy      Navy     
## [24116] Army      Navy      Navy      Army      Other DoD Navy      Navy     
## [24123] Army      Army      Air Force Other DoD Navy      Army      Navy     
## [24130] Army      Navy      DLA       Navy      Air Force Navy      Army     
## [24137] Navy      Army      Army      DLA       Navy      Navy      Air Force
## [24144] Air Force Army      Army      Navy      Navy      Navy      Navy     
## [24151] Air Force Army      Air Force Navy      Air Force Army      Navy     
## [24158] Navy      Air Force Other DoD Navy      Navy      Air Force Air Force
## [24165] Army      Army      Air Force Navy      Other DoD DLA       Navy     
## [24172] Navy      DLA       DLA       Army      Army      DLA       Other DoD
## [24179] Navy      Army      DLA       DLA       Navy      Army      Navy     
## [24186] Other DoD Army      Navy      Air Force Army      Air Force Army     
## [24193] DLA       Army      Air Force Army      Army      Army      DLA      
## [24200] Army      Army      DLA       Army      Army      Army      Air Force
## [24207] Army      Other DoD Army      Other DoD Navy      Air Force Army     
## [24214] Air Force Army      Army      Army      Other DoD Air Force DLA      
## [24221] Air Force Air Force DLA       Air Force Air Force Air Force DLA      
## [24228] Air Force Navy      Navy      Navy      Army      Air Force Army     
## [24235] DLA       DLA       Army      Navy      DLA       Army      Navy     
## [24242] Other DoD Other DoD Air Force DLA       Air Force Navy      Army     
## [24249] Army      Navy      Navy      Air Force DLA       DLA       Other DoD
## [24256] Other DoD Air Force DLA       Navy      DLA       Other DoD Navy     
## [24263] Navy      Air Force Air Force Army      Army      Army      Army     
## [24270] Army      Air Force Army      Army      Navy      DLA       Navy     
## [24277] Air Force DLA       Army      Other DoD Army      Army      DLA      
## [24284] Navy      Air Force Army      Other DoD Air Force Navy      Army     
## [24291] DLA       Air Force Army      Army      DLA       Navy      Other DoD
## [24298] DLA       DLA       Navy      Army      Army      Other DoD Navy     
## [24305] Air Force DLA       Other DoD Navy      DLA       Air Force Other DoD
## [24312] DLA       Navy      Air Force Other DoD Air Force Army      Navy     
## [24319] Navy      Other DoD Army      Navy      Army      Army      Air Force
## [24326] DLA       Air Force Army      Air Force Air Force Army      DLA      
## [24333] DLA       DLA       Army      Navy      Air Force Navy      DLA      
## [24340] Army      Army      Army      Navy      Army      DLA       Navy     
## [24347] Air Force DLA       Air Force Army      Army      Army      Navy     
## [24354] Air Force Navy      Army      Army      Other DoD Air Force DLA      
## [24361] Air Force Navy      Air Force Other DoD Navy      Navy      Army     
## [24368] Other DoD Other DoD Other DoD Air Force DLA       Navy      Navy     
## [24375] DLA       Army      Other DoD Army      Navy      Navy      Air Force
## [24382] Other DoD DLA       Navy      Army      Army      Navy      Air Force
## [24389] Army      Army      Navy      Navy      Navy      Army      Army     
## [24396] Air Force DLA       Air Force Navy      Air Force Navy      Air Force
## [24403] Navy      Army      Army      Navy      Air Force Navy      DLA      
## [24410] Other DoD Army      Army      Army      DLA       DLA       Army     
## [24417] Army      DLA       Army      Army      Navy      Air Force Army     
## [24424] Navy      Navy      Army      Other DoD Army      Air Force Navy     
## [24431] Air Force Air Force Navy      Army      DLA       Air Force Navy     
## [24438] Air Force Navy      Navy      Army      Other DoD Other DoD Air Force
## [24445] Air Force Army      DLA       DLA       Army      Navy      Air Force
## [24452] Navy      Navy      Army      Army      Army      DLA       Navy     
## [24459] Army      DLA       Air Force DLA       Army      Army      Army     
## [24466] Navy      DLA       Air Force Air Force Air Force Air Force DLA      
## [24473] Air Force Other DoD Army      Navy      Navy      Air Force Other DoD
## [24480] Air Force Army      Army      DLA       Navy      Air Force Air Force
## [24487] Army      Army      Navy      Army      Navy      DLA       Army     
## [24494] Army      Army      Navy      Army      Army      MDA       Navy     
## [24501] Air Force Navy      Air Force Army      Navy      Air Force Air Force
## [24508] Navy      Air Force Navy      Other DoD Navy      DLA       Navy     
## [24515] Air Force Navy      Army      Army      Army      Navy      Army     
## [24522] Navy      Army      Army      Navy      Army      Army      Army     
## [24529] Navy      Army      Army      DLA       Army      Navy      Navy     
## [24536] Air Force Army      DLA       Navy      Army      Army      DLA      
## [24543] Army      Army      Army      Navy      Army      Navy      Navy     
## [24550] Army      DLA       Army      Air Force DLA       Navy      Navy     
## [24557] Navy      Air Force Army      Army      Air Force Other DoD DLA      
## [24564] Army      Army      Other DoD DLA       Air Force Army      Other DoD
## [24571] DLA       Navy      Army      Army      Navy      DLA       Navy     
## [24578] Navy      Air Force Navy      Navy      Air Force Army      Navy     
## [24585] Navy      Air Force Army      Air Force Navy      Army      Other DoD
## [24592] Army      Air Force Other DoD Army      Navy      Army      Other DoD
## [24599] Navy      Army      Army      Army      MDA       Navy      Air Force
## [24606] Air Force Other DoD Air Force Army      Navy      Air Force Navy     
## [24613] Other DoD Army      Army      Army      Navy      Army      Army     
## [24620] Army      Army      Air Force Air Force Army      DLA       Army     
## [24627] Other DoD Army      Navy      Army      Army      Other DoD Navy     
## [24634] Army      Army      Air Force Navy      Other DoD Army      Army     
## [24641] Navy      Army      Air Force Navy      DLA       Air Force Army     
## [24648] Navy      Army      DLA       Navy      Navy      Air Force Air Force
## [24655] Army      Air Force Air Force DLA       Army      Other DoD Air Force
## [24662] Army      Navy      Army      Army      DLA       DLA       DLA      
## [24669] Navy      Navy      Army      Other DoD Army      Army      DLA      
## [24676] DLA       Navy      Other DoD Navy      Other DoD DLA       Navy     
## [24683] DLA       Army      Air Force Air Force Navy      Navy      Army     
## [24690] Navy      Army      DLA       Air Force Other DoD Navy      Army     
## [24697] Other DoD Army      Other DoD Navy      DLA       Navy      Army     
## [24704] Air Force Army      Army      Air Force Navy      Air Force Air Force
## [24711] Army      Army      Air Force Navy      Air Force Army      DLA      
## [24718] Army      Air Force Air Force Air Force Navy      Navy      Army     
## [24725] Navy      Army      Army      Other DoD Air Force Army      Other DoD
## [24732] Other DoD Other DoD Navy      Air Force DLA       Other DoD Navy     
## [24739] Army      Army      Navy      Navy      Army      Navy      Navy     
## [24746] Air Force Army      Navy      Army      Other DoD Other DoD Navy     
## [24753] Navy      DLA       Navy      Army      DLA       Army      Navy     
## [24760] Army      Navy      Navy      Navy      Army      Army      Navy     
## [24767] Army      DLA       Air Force Air Force Navy      Air Force DLA      
## [24774] Army      DLA       DLA       Army      Navy      Army      Army     
## [24781] Army      Army      Other DoD Other DoD Army      Navy      DLA      
## [24788] DLA       Navy      Army      Army      Army      Navy      Navy     
## [24795] Other DoD Army      Army      Air Force Air Force Air Force Army     
## [24802] Army      Army      Army      Navy      Army      Other DoD DLA      
## [24809] Air Force Other DoD Air Force Air Force Other DoD Other DoD Army     
## [24816] Air Force DLA       Air Force Army      Navy      Air Force Navy     
## [24823] Air Force Navy      Navy      Navy      Army      Navy      Army     
## [24830] Air Force Navy      DLA       Army      MDA       DLA       Navy     
## [24837] Other DoD Air Force Air Force Air Force Air Force Army      Navy     
## [24844] Navy      Army      Navy      Army      Army      Army      Other DoD
## [24851] DLA       Army      Army      Air Force Air Force Air Force Other DoD
## [24858] Army      Army      Navy      Army      Navy      DLA       Army     
## [24865] Navy      Army      DLA       Navy      Navy      DLA       DLA      
## [24872] DLA       DLA       Air Force Navy      Navy      Navy      Air Force
## [24879] Army      DLA       Navy      Air Force Army      Air Force Other DoD
## [24886] Air Force Army      Army      DLA       Air Force Navy      Air Force
## [24893] Navy      DLA       Air Force Air Force Army      DLA       Navy     
## [24900] Navy      Navy      Navy      Army      Army      Other DoD Army     
## [24907] Air Force Army      MDA       Navy      Army      DLA       Army     
## [24914] Navy      Other DoD Air Force Army      Air Force Air Force Navy     
## [24921] Air Force Navy      DLA       Army      Other DoD Navy      Air Force
## [24928] Air Force Army      Navy      Air Force DLA       Navy      Navy     
## [24935] Navy      Air Force Army      Navy      Army      Air Force DLA      
## [24942] Air Force Army      Navy      Army      DLA       DLA       Army     
## [24949] Army      Navy      Army      Air Force Other DoD Army      Army     
## [24956] Navy      Army      Navy      DLA       Navy      Navy      Navy     
## [24963] Army      Navy      Navy      Army      Other DoD DLA       Army     
## [24970] DLA       Navy      Army      Other DoD Army      DLA       Other DoD
## [24977] Navy      Other DoD Air Force Other DoD Air Force Army      Army     
## [24984] DLA       Other DoD Army      Army      Army      Other DoD Air Force
## [24991] Navy      Other DoD Army      Air Force Air Force Army      Other DoD
## [24998] Navy      Air Force DLA       Army      Navy      Navy      Army     
## [25005] Navy      Navy      Army      Army      Army      Other DoD Other DoD
## [25012] Air Force Navy      Air Force Air Force Navy      Navy      Navy     
## [25019] DLA       Air Force Army      Army      Navy      Army      Navy     
## [25026] Army      Other DoD Air Force Army      Other DoD Army      Army     
## [25033] Air Force DLA       Other DoD Air Force DLA       Navy      Air Force
## [25040] Army      Army      DLA       DLA       Other DoD Army      Air Force
## [25047] Air Force Army      Navy      Navy      Army      DLA       Army     
## [25054] Air Force Army      Army      Air Force Army      Navy      DLA      
## [25061] Army      Army      Navy      Other DoD Air Force DLA       Navy     
## [25068] Army      Air Force Navy      Air Force Navy      Navy      Air Force
## [25075] Navy      DLA       Air Force Navy      Other DoD Other DoD Other DoD
## [25082] Army      DLA       Air Force Navy      Air Force Army      Army     
## [25089] Navy      Army      Army      Navy      Air Force DLA       Army     
## [25096] Navy      Navy      DLA       Navy      Navy      Army      Army     
## [25103] Army      Navy      MDA       Other DoD Army      Army      Other DoD
## [25110] Navy      Army      DLA       Navy      Navy      Navy      Army     
## [25117] Air Force Other DoD Navy      Air Force DLA       DLA       Air Force
## [25124] Navy      Navy      Navy      Army      Army      Navy      Air Force
## [25131] Navy      Other DoD Army      DLA       Army      Air Force Navy     
## [25138] Navy      DLA       Navy      Air Force Navy      Army      Navy     
## [25145] Navy      Army      Air Force Army      DLA       Army      Navy     
## [25152] Other DoD DLA       Other DoD DLA       Air Force Navy      Navy     
## [25159] Army      Air Force DLA       Navy      DLA       Army      DLA      
## [25166] Other DoD Army      Army      Air Force Air Force Air Force Air Force
## [25173] Air Force Navy      Air Force DLA       Navy      Army      Army     
## [25180] DLA       Army      Air Force Army      Navy      DLA       Other DoD
## [25187] Army      Army      DLA       Navy      Army      Air Force Army     
## [25194] Navy      Navy      Army      Air Force DLA       Navy      Army     
## [25201] Navy      DLA       Navy      Navy      DLA       Army      Other DoD
## [25208] Navy      DLA       Other DoD Other DoD Navy      Air Force Army     
## [25215] Air Force Navy      Army      Army      Army      Navy      DLA      
## [25222] Army      Air Force Air Force Navy      Navy      DLA       Navy     
## [25229] Army      DLA       Navy      Navy      Navy      Army      DLA      
## [25236] Navy      Other DoD Navy      Army      Army      DLA       Air Force
## [25243] DLA       Navy      Other DoD Air Force Army      Army      DLA      
## [25250] Army      Army      Army      Navy      Air Force Air Force Navy     
## [25257] Navy      DLA       Army      Other DoD Army      Air Force Navy     
## [25264] Air Force Navy      Navy      DLA       Other DoD Army      Air Force
## [25271] Army      Other DoD Navy      Army      DLA       Army      Army     
## [25278] Other DoD DLA       DLA       Navy      Navy      Navy      Army     
## [25285] Navy      Air Force Air Force DLA       Air Force DLA       DLA      
## [25292] Air Force Navy      Air Force Army      Army      Navy      DLA      
## [25299] Army      Navy      Army      Air Force Air Force DLA       Air Force
## [25306] Army      Navy      Army      Air Force Army      DLA       Army     
## [25313] Navy      DLA       DLA       Air Force Navy      Navy      Navy     
## [25320] DLA       Air Force DLA       Navy      Air Force DLA       Navy     
## [25327] Army      Army      Navy      DLA       Air Force DLA       Air Force
## [25334] Army      Other DoD Navy      Navy      Air Force Army      Navy     
## [25341] Air Force Navy      Navy      Navy      Navy      Army      Army     
## [25348] Army      Navy      Army      Air Force Navy      Air Force DLA      
## [25355] Navy      Air Force Other DoD DLA       Army      Navy      Army     
## [25362] Other DoD Navy      DLA       Army      Army      Navy      Army     
## [25369] Navy      Navy      Other DoD MDA       Army      Other DoD Navy     
## [25376] Army      DLA       Army      DLA       Army      Navy      Air Force
## [25383] Army      Navy      Air Force Air Force Army      Other DoD Navy     
## [25390] Army      Navy      Army      Navy      Navy      DLA       Air Force
## [25397] Army      Navy      DLA       Navy      Air Force DLA       Navy     
## [25404] Air Force Air Force Other DoD Other DoD Navy      Army      Army     
## [25411] Air Force Air Force Navy      Navy      Navy      Army      Navy     
## [25418] Army      Army      Navy      DLA       Navy      Other DoD Navy     
## [25425] Army      Navy      Navy      Air Force DLA       Navy      Army     
## [25432] Air Force Other DoD DLA       Navy      DLA       Air Force Navy     
## [25439] Navy      DLA       DLA       Navy      Navy      DLA       Other DoD
## [25446] Army      Air Force Air Force Air Force Air Force Army      Other DoD
## [25453] Army      Other DoD DLA       Other DoD Air Force Army      Army     
## [25460] Other DoD Other DoD Navy      Army      Army      Army      Air Force
## [25467] Air Force DLA       Navy      Navy      Navy      Other DoD Navy     
## [25474] Navy      Navy      Air Force Army      Air Force Army      Navy     
## [25481] DLA       Army      Navy      Air Force Navy      Army      Army     
## [25488] Air Force Air Force Army      Army      Air Force DLA       Army     
## [25495] Army      DLA       DLA       Army      Army      Navy      Other DoD
## [25502] Navy      Navy      Air Force Navy      Navy      Navy      Navy     
## [25509] Navy      Army      Navy      Other DoD Army      Navy      DLA      
## [25516] DLA       Navy      Air Force DLA       Navy      Army      DLA      
## [25523] Army      Air Force Army      Army      Navy      Air Force DLA      
## [25530] Army      Navy      Navy      Army      Navy      Other DoD Other DoD
## [25537] Army      Navy      DLA       Army      Army      DLA       Army     
## [25544] Navy      Army      Army      Army      Navy      Air Force Navy     
## [25551] Air Force Army      Other DoD Navy      Army      DLA       DLA      
## [25558] Air Force Navy      Air Force Navy      Army      Army      Navy     
## [25565] Navy      Air Force Navy      DLA       Army      Army      Navy     
## [25572] DLA       DLA       Air Force Other DoD Army      Other DoD Army     
## [25579] Air Force DLA       Army      Army      Air Force Navy      Navy     
## [25586] DLA       DLA       Air Force Navy      DLA       Army      Army     
## [25593] Army      Navy      DLA       Army      Air Force Navy      Navy     
## [25600] DLA       Air Force Navy      Air Force Army      Other DoD Navy     
## [25607] Navy      Navy      Army      Navy      Army      DLA       Army     
## [25614] Army      Army      Army      Army      Army      Army      Army     
## [25621] Navy      Other DoD Navy      DLA       Army      Navy      Army     
## [25628] Other DoD Air Force DLA       Army      DLA       Navy      Army     
## [25635] Air Force Air Force Navy      Other DoD Other DoD Army      Navy     
## [25642] Army      Army      Navy      Navy      Navy      Air Force Navy     
## [25649] Army      Army      Army      Army      Other DoD Navy      Air Force
## [25656] Other DoD Other DoD Air Force DLA       Air Force Other DoD DLA      
## [25663] DLA       Army      Navy      Other DoD Navy      Air Force Navy     
## [25670] Navy      Air Force Navy      Navy      Navy      Air Force DLA      
## [25677] Air Force Army      Navy      Navy      Navy      Other DoD Navy     
## [25684] Air Force Navy      Army      Army      Air Force Air Force Army     
## [25691] DLA       Air Force Army      DLA       Navy      Air Force Air Force
## [25698] Air Force Navy      MDA       Air Force Navy      Air Force Other DoD
## [25705] Air Force Navy      Army      Army      Navy      Army      Navy     
## [25712] DLA       Army      Navy      Army      Army      Air Force Army     
## [25719] DLA       Army      Air Force Army      Navy      Other DoD Army     
## [25726] Army      Army      Air Force Army      Air Force DLA       Army     
## [25733] Army      Army      DLA       Navy      Army      Navy      Navy     
## [25740] Air Force Navy      Army      Navy      Army      DLA       Army     
## [25747] DLA       Navy      Army      Navy      Air Force Navy      Navy     
## [25754] Air Force DLA       Army      Navy      Army      Navy      Air Force
## [25761] Army      Air Force Air Force Army      Air Force Army      Army     
## [25768] Army      Army      Army      Army      DLA       Army      Navy     
## [25775] Army      Army      Army      Air Force Army      Army      Other DoD
## [25782] DLA       DLA       Army      Army      Other DoD DLA       Army     
## [25789] Army      Army      Navy      Army      Navy      Other DoD Navy     
## [25796] DLA       Army      Air Force DLA       Navy      DLA       DLA      
## [25803] Army      Other DoD DLA       Air Force Army      Navy      DLA      
## [25810] Air Force Air Force Navy      Army      Air Force Navy      Other DoD
## [25817] Navy      Navy      Navy      Air Force Other DoD Navy      Army     
## [25824] Air Force Other DoD Army      Army      Air Force Navy      Army     
## [25831] DLA       Army      Other DoD Navy      Army      Army      Navy     
## [25838] Air Force Air Force DLA       DLA       Army      Other DoD Army     
## [25845] Other DoD Air Force DLA       Air Force Navy      Other DoD Air Force
## [25852] Army      DLA       Army      Air Force Other DoD Navy      Air Force
## [25859] MDA       Navy      Army      Navy      Navy      Army      Army     
## [25866] DLA       Army      Other DoD Army      Other DoD Air Force Navy     
## [25873] Air Force DLA       Other DoD Army      Navy      Navy      Navy     
## [25880] Army      Navy      Army      Army      DLA       Army      Air Force
## [25887] Navy      Air Force DLA       Air Force Navy      Army      Army     
## [25894] Air Force Army      DLA       DLA       Army      Navy      Navy     
## [25901] Navy      Army      Other DoD Navy      Air Force DLA       DLA      
## [25908] Air Force Other DoD Army      Navy      Air Force DLA       Air Force
## [25915] Navy      Air Force Navy      Army      Army      Navy      Army     
## [25922] Army      Air Force Air Force Other DoD Navy      Navy      Navy     
## [25929] Army      Army      Navy      Navy      Navy      Army      DLA      
## [25936] Other DoD Air Force Air Force Air Force DLA       Air Force Air Force
## [25943] DLA       Air Force Army      Navy      Navy      Army      DLA      
## [25950] Navy      DLA       Army      Army      Navy      Navy      Navy     
## [25957] Air Force Navy      Navy      Army      DLA       DLA       Army     
## [25964] Army      Army      Navy      Navy      Air Force Army      Navy     
## [25971] Army      Other DoD Navy      Air Force Air Force Navy      DLA      
## [25978] Other DoD Navy      Navy      Army      Air Force Air Force Army     
## [25985] Air Force Army      Army      Army      Other DoD Army      Army     
## [25992] Air Force Other DoD Army      Air Force Army      DLA       Navy     
## [25999] DLA       Army      Navy      DLA       Navy      Navy      Other DoD
## [26006] Navy      Army      Army      Navy      Other DoD Army      Air Force
## [26013] Air Force Air Force Navy      Army      Other DoD Army      Other DoD
## [26020] Navy      Army      Army      Other DoD Navy      Navy      Army     
## [26027] Navy      DLA       Navy      Other DoD Navy      Other DoD Navy     
## [26034] Air Force DLA       Army      Army      DLA       DLA       Air Force
## [26041] Air Force Other DoD Army      Air Force Army      Army      Air Force
## [26048] Army      Army      Army      Army      Army      Navy      Air Force
## [26055] Army      Other DoD Army      Navy      Navy      Air Force Air Force
## [26062] Navy      Other DoD Air Force Air Force DLA       Army      Other DoD
## [26069] Other DoD Navy      Other DoD DLA       Navy      Army      Army     
## [26076] Other DoD DLA       DLA       Army      Army      Army      Navy     
## [26083] Navy      Army      Army      Air Force DLA       Air Force Army     
## [26090] Army      Army      Air Force Air Force Navy      Army      Navy     
## [26097] DLA       Navy      DLA       Navy      DLA       Army      Army     
## [26104] Other DoD Navy      Other DoD Navy      Navy      Army      Navy     
## [26111] Army      Navy      Army      Army      Air Force Army      DLA      
## [26118] Navy      DLA       Army      Other DoD DLA       Army      Army     
## [26125] Army      Navy      Navy      Other DoD Army      Air Force Army     
## [26132] DLA       Other DoD Navy      Army      Other DoD Navy      Air Force
## [26139] DLA       Air Force Army      Navy      Army      Army      Army     
## [26146] Navy      Army      Navy      Air Force Other DoD Army      Army     
## [26153] Air Force Navy      Army      Navy      Navy      Army      Army     
## [26160] Air Force Navy      Other DoD Air Force Army      Army      Navy     
## [26167] Army      Army      Navy      DLA       Navy      Other DoD DLA      
## [26174] Air Force DLA       Navy      Army      Army      DLA       Army     
## [26181] Army      Other DoD Army      Navy      Air Force DLA       Other DoD
## [26188] Air Force Other DoD Navy      Other DoD Navy      Other DoD Army     
## [26195] Navy      Navy      Navy      Air Force Navy      Navy      Navy     
## [26202] Air Force Navy      Other DoD Army      Navy      Navy      Navy     
## [26209] Other DoD Navy      Navy      Navy      DLA       Army      Air Force
## [26216] Army      Navy      DLA       Army      Navy      Navy      Air Force
## [26223] Other DoD Army      Air Force Navy      Navy      Navy      Other DoD
## [26230] Other DoD Army      Other DoD Army      Navy      Navy      Air Force
## [26237] Army      Army      Navy      Navy      DLA       Air Force Other DoD
## [26244] Air Force Air Force DLA       Army      Army      Air Force Army     
## [26251] Army      Air Force Navy      DLA       Navy      Navy      Navy     
## [26258] Navy      DLA       Air Force DLA       Army      Navy      Army     
## [26265] Army      DLA       Navy      Air Force Navy      Army      Army     
## [26272] Army      Navy      Other DoD Other DoD Other DoD Army      Air Force
## [26279] Other DoD Air Force Navy      Navy      Navy      Other DoD Air Force
## [26286] DLA       Army      Army      Navy      Army      Navy      Air Force
## [26293] Other DoD Air Force Other DoD Navy      Army      Army      Air Force
## [26300] Navy      Air Force DLA       DLA       Army      Army      Navy     
## [26307] Air Force Army      Navy      Air Force Navy      Air Force Navy     
## [26314] Air Force DLA       DLA       DLA       Air Force Army      DLA      
## [26321] Air Force Air Force Air Force Other DoD Air Force Army      Navy     
## [26328] Air Force Navy      Navy      Navy      DLA       Air Force DLA      
## [26335] Army      Other DoD Navy      Air Force Army      Navy      Navy     
## [26342] Navy      Navy      Air Force Army      Navy      Air Force Other DoD
## [26349] DLA       Other DoD Army      Army      Army      Army      Air Force
## [26356] DLA       DLA       Army      Army      DLA       Army      Navy     
## [26363] Army      DLA       Army      Army      Army      Army      Army     
## [26370] Navy      Air Force Army      Navy      Navy      Air Force Army     
## [26377] Navy      Air Force Navy      Army      Army      Army      Navy     
## [26384] Army      Other DoD Air Force Navy      Navy      Air Force Air Force
## [26391] Air Force Navy      Navy      Army      Army      Army      Army     
## [26398] Air Force DLA       Army      DLA       Navy      Air Force Army     
## [26405] DLA       Other DoD Navy      Army      Army      Army      Air Force
## [26412] Other DoD Navy      Air Force Navy      DLA       Navy      Air Force
## [26419] Air Force Army      Navy      Other DoD DLA       Navy      DLA      
## [26426] DLA       Air Force Army      Air Force Army      Navy      Air Force
## [26433] DLA       Other DoD Navy      Army      Army      Other DoD Other DoD
## [26440] Air Force DLA       Army      Air Force Navy      Navy      Navy     
## [26447] Navy      Navy      Navy      DLA       Army      Air Force Navy     
## [26454] DLA       Army      Air Force Air Force Navy      Other DoD DLA      
## [26461] Navy      Navy      Air Force Navy      Army      DLA       Army     
## [26468] Air Force Navy      Navy      Navy      Other DoD DLA       Other DoD
## [26475] DLA       Navy      DLA       Air Force Army      Navy      Army     
## [26482] Air Force Navy      Army      Army      DLA       DLA       Navy     
## [26489] Army      Army      Army      Army      Army      Other DoD Army     
## [26496] Army      Army      Navy      Navy      Army      Navy      DLA      
## [26503] Army      Navy      Army      Navy      Air Force Navy      MDA      
## [26510] Navy      Navy      Other DoD Navy      Army      Army      Navy     
## [26517] DLA       Army      Navy      Navy      Navy      Air Force Army     
## [26524] Navy      Navy      Navy      Navy      Army      Navy      Navy     
## [26531] Navy      Air Force Navy      Navy      Navy      Navy      Army     
## [26538] Navy      Army      Navy      Army      Army      Air Force Army     
## [26545] Navy      Other DoD Navy      Navy      Navy      Army      Other DoD
## [26552] Air Force Navy      Other DoD Air Force Navy      Other DoD Army     
## [26559] Navy      Navy      DLA       Navy      Air Force Other DoD DLA      
## [26566] Army      Air Force Army      Army      Army      Navy      Navy     
## [26573] Air Force Army      Navy      Army      Navy      Army      Air Force
## [26580] Navy      Navy      Army      Navy      Army      Army      Navy     
## [26587] Navy      Navy      Air Force Army      Army      DLA       Army     
## [26594] Air Force Army      Air Force DLA       DLA       Air Force Air Force
## [26601] Navy      Navy      DLA       Army      Other DoD Air Force Other DoD
## [26608] Air Force Navy      Army      Army      Navy      Navy      Other DoD
## [26615] DLA       Army      Navy      Army      DLA       DLA       Army     
## [26622] Navy      Other DoD Navy      Army      Air Force DLA       Army     
## [26629] Air Force Air Force DLA       Other DoD Army      Navy      Navy     
## [26636] DLA       Air Force Air Force Other DoD Air Force Navy      Other DoD
## [26643] Air Force Other DoD Navy      Army      Army      Air Force Navy     
## [26650] DLA       DLA       DLA       Navy      Other DoD Navy      Navy     
## [26657] Other DoD Air Force DLA       Navy      Navy      DLA       Air Force
## [26664] Army      Navy      Navy      Army      DLA       Army      DLA      
## [26671] Army      Air Force Army      Other DoD Army      Navy      Air Force
## [26678] DLA       Army      Army      Army      Air Force Army      Army     
## [26685] DLA       Other DoD Air Force Navy      Army      Army      Air Force
## [26692] Army      Other DoD Navy      DLA       Other DoD Army      Army     
## [26699] Navy      Navy      Army      Navy      Army      Navy      Navy     
## [26706] DLA       Army      Other DoD DLA       Air Force Army      Army     
## [26713] Other DoD DLA       Other DoD Navy      Navy      Army      Army     
## [26720] Navy      Other DoD Army      Air Force Army      Navy      Army     
## [26727] Navy      DLA       Army      Air Force Other DoD Army      DLA      
## [26734] Army      Air Force Army      DLA       Other DoD Army      DLA      
## [26741] Army      Navy      Navy      DLA       Air Force Air Force DLA      
## [26748] Army      Navy      Air Force Navy      DLA       Army      DLA      
## [26755] DLA       Navy      Army      Army      Other DoD Army      Navy     
## [26762] Army      Navy      Navy      Air Force Navy      Navy      Navy     
## [26769] DLA       Other DoD Air Force Navy      Army      Navy      Army     
## [26776] DLA       Army      Air Force Army      DLA       Other DoD Navy     
## [26783] Other DoD Air Force Navy      Army      Air Force Air Force Other DoD
## [26790] Navy      Army      Navy      DLA       Navy      Army      Army     
## [26797] Navy      Other DoD Air Force Air Force Air Force Air Force Navy     
## [26804] DLA       Navy      Air Force Navy      Navy      Other DoD Army     
## [26811] Navy      DLA       DLA       Navy      Army      Army      Army     
## [26818] Navy      Navy      Navy      Army      Navy      DLA       DLA      
## [26825] Army      Army      Air Force DLA       Navy      Air Force Navy     
## [26832] Army      Navy      Army      Navy      Navy      Army      Navy     
## [26839] Other DoD Air Force Other DoD Other DoD Other DoD Army      Army     
## [26846] Army      Army      Army      Army      Army      DLA       Army     
## [26853] Army      DLA       DLA       Air Force Air Force Air Force Navy     
## [26860] Army      Air Force Army      Air Force Navy      Navy      Air Force
## [26867] DLA       Army      Air Force Air Force Navy      Air Force Army     
## [26874] Other DoD DLA       Navy      Army      Navy      Army      Navy     
## [26881] Army      Army      DLA       Other DoD DLA       Army      Navy     
## [26888] DLA       Other DoD Army      Navy      Air Force Navy      DLA      
## [26895] Army      Navy      DLA       DLA       Army      Army      Navy     
## [26902] Navy      Army      Air Force DLA       Navy      Air Force DLA      
## [26909] Navy      Navy      Army      Air Force Navy      Other DoD Navy     
## [26916] Navy      Other DoD Army      DLA       Air Force Air Force Navy     
## [26923] Navy      Army      Other DoD Air Force Army      Navy      Air Force
## [26930] Air Force DLA       Army      Army      DLA       Navy      Navy     
## [26937] Navy      Air Force Other DoD Army      Other DoD Air Force Army     
## [26944] Air Force Other DoD Army      Air Force Army      DLA       Air Force
## [26951] DLA       Army      Navy      Navy      Navy      Air Force Army     
## [26958] DLA       DLA       Air Force Navy      Air Force Army      Army     
## [26965] Other DoD Army      Navy      DLA       Navy      Other DoD DLA      
## [26972] Navy      Army      Other DoD Air Force Other DoD Army      Navy     
## [26979] DLA       Air Force Other DoD Air Force Army      Army      Navy     
## [26986] Navy      Navy      Air Force Army      Army      Army      DLA      
## [26993] Navy      Army      Navy      DLA       DLA       Air Force Army     
## [27000] Air Force Army      Air Force Navy      Air Force Navy      Army     
## [27007] Army      DLA       Army      Army      Air Force Army      Army     
## [27014] Navy      Air Force Army      Navy      DLA       Navy      DLA      
## [27021] Navy      Navy      Navy      Army      Other DoD Army      Army     
## [27028] Navy      Navy      Other DoD Navy      Other DoD Army      Air Force
## [27035] Navy      Army      Navy      Air Force Navy      Other DoD Air Force
## [27042] Army      DLA       Army      Other DoD DLA       Air Force DLA      
## [27049] Army      Navy      Army      Other DoD Army      DLA       Other DoD
## [27056] Air Force Army      Air Force Navy      Air Force DLA       Army     
## [27063] Navy      DLA       Other DoD Army      Army      Navy      DLA      
## [27070] Army      DLA       Navy      Army      Navy      Other DoD Navy     
## [27077] Army      Navy      Navy      Navy      Navy      Air Force Army     
## [27084] Air Force Navy      Army      DLA       DLA       Navy      Air Force
## [27091] Air Force Army      Other DoD Navy      Navy      DLA       Air Force
## [27098] Navy      Other DoD Army      DLA       Navy      Air Force DLA      
## [27105] DLA       Air Force Navy      Navy      Air Force Army      DLA      
## [27112] Navy      Navy      Navy      Navy      Navy      Air Force Air Force
## [27119] Army      Army      Navy      Army      Army      Navy      DLA      
## [27126] Air Force Navy      DLA       MDA       Other DoD Army      DLA      
## [27133] Army      DLA       DLA       Army      Army      Army      Army     
## [27140] Other DoD Navy      Navy      Army      Navy      Other DoD Navy     
## [27147] Navy      Navy      DLA       Army      DLA       Army      Navy     
## [27154] Army      Navy      Navy      Air Force Air Force Navy      Navy     
## [27161] Navy      DLA       Other DoD Air Force DLA       Army      Army     
## [27168] Army      DLA       Air Force Navy      DLA       DLA       Navy     
## [27175] Navy      Air Force Army      DLA       Navy      Navy      Other DoD
## [27182] Navy      Army      Army      DLA       Army      Navy      Other DoD
## [27189] Army      Air Force Other DoD Other DoD DLA       Air Force Air Force
## [27196] Navy      Army      Navy      Army      Navy      Air Force Air Force
## [27203] Navy      Navy      Navy      Army      DLA       Other DoD Air Force
## [27210] Army      Navy      DLA       Navy      Other DoD Air Force Air Force
## [27217] DLA       DLA       Air Force Navy      Navy      Navy      Air Force
## [27224] DLA       Air Force Army      Navy      Navy      Army      DLA      
## [27231] DLA       Navy      Army      MDA       Army      Air Force Navy     
## [27238] Air Force Other DoD Navy      Air Force Air Force Other DoD Army     
## [27245] Navy      DLA       Navy      Air Force Air Force Other DoD Other DoD
## [27252] DLA       Other DoD Army      Navy      Other DoD Navy      DLA      
## [27259] Other DoD DLA       Other DoD Air Force Army      Army      Other DoD
## [27266] Army      Navy      Army      Air Force Air Force Army      Army     
## [27273] DLA       Army      DLA       Air Force DLA       Other DoD Other DoD
## [27280] Air Force Navy      DLA       DLA       Army      DLA       Navy     
## [27287] Army      Navy      Army      Other DoD Air Force DLA       Army     
## [27294] Air Force Army      Air Force Navy      DLA       Navy      Air Force
## [27301] Army      Navy      Air Force Navy      Army      Navy      Navy     
## [27308] Air Force DLA       Navy      Navy      Army      Army      Navy     
## [27315] Navy      DLA       Navy      Army      Army      Army      Air Force
## [27322] Army      Army      Navy      Army      Air Force Air Force Air Force
## [27329] DLA       Navy      Other DoD Army      Air Force Other DoD DLA      
## [27336] Air Force Air Force Army      Other DoD Navy      Air Force Navy     
## [27343] Army      Navy      Navy      Navy      Army      Navy      Navy     
## [27350] Other DoD Army      Other DoD Army      Other DoD Air Force Navy     
## [27357] Army      Navy      Air Force Navy      Navy      Army      Army     
## [27364] Air Force Navy      Other DoD Air Force Air Force Army      Navy     
## [27371] Air Force Air Force Army      Navy      Army      Air Force Army     
## [27378] MDA       Navy      Army      Navy      Air Force Army      Navy     
## [27385] Army      Army      Army      Air Force Army      Navy      Navy     
## [27392] Army      Army      Army      Navy      DLA       Air Force Other DoD
## [27399] Army      Other DoD Navy      Navy      Navy      Other DoD DLA      
## [27406] Navy      Navy      Navy      Navy      Army      Air Force Other DoD
## [27413] Navy      Navy      Army      DLA       Navy      Navy      Navy     
## [27420] Navy      DLA       Air Force MDA       Army      Air Force Army     
## [27427] Army      Other DoD Army      Navy      Navy      Air Force Navy     
## [27434] Army      Army      DLA       DLA       Navy      Air Force Navy     
## [27441] DLA       Navy      Navy      Air Force Air Force Air Force DLA      
## [27448] Other DoD Army      DLA       DLA       Air Force Navy      DLA      
## [27455] Other DoD Navy      Air Force Navy      Navy      Other DoD Navy     
## [27462] DLA       Navy      Army      Navy      Air Force Air Force Navy     
## [27469] DLA       Air Force Army      DLA       Army      Navy      Navy     
## [27476] Navy      Army      Army      Army      Navy      Other DoD Navy     
## [27483] Army      DLA       Air Force DLA       Army      Air Force Air Force
## [27490] Air Force Navy      DLA       Army      Navy      DLA       Navy     
## [27497] Army      Army      Air Force Navy      Air Force DLA       Navy     
## [27504] Air Force Army      Navy      Navy      Navy      Navy      Navy     
## [27511] Navy      Air Force Navy      Army      Navy      Navy      Navy     
## [27518] Army      Navy      DLA       Navy      DLA       Navy      Navy     
## [27525] Navy      Air Force Army      Air Force Other DoD DLA       DLA      
## [27532] DLA       Air Force Army      Navy      Army      Army      Army     
## [27539] Navy      Army      Navy      Army      DLA       Air Force Army     
## [27546] Air Force Air Force Navy      Army      Army      Other DoD Navy     
## [27553] Other DoD Other DoD DLA       Navy      Navy      Army      DLA      
## [27560] Navy      Army      DLA       Army      Other DoD Navy      DLA      
## [27567] Army      Army      Navy      Army      Navy      Army      DLA      
## [27574] Other DoD Army      Army      Navy      Air Force DLA       DLA      
## [27581] DLA       Navy      Army      Navy      Navy      Navy      Army     
## [27588] Navy      Navy      Other DoD Other DoD Navy      Air Force Army     
## [27595] Navy      Navy      Air Force Air Force Other DoD DLA       Army     
## [27602] Army      Air Force Air Force Army      Army      Other DoD Navy     
## [27609] DLA       Other DoD DLA       Air Force Air Force Air Force Navy     
## [27616] DLA       Navy      Army      Army      Army      Navy      Navy     
## [27623] Army      Air Force Army      Air Force Army      Army      Navy     
## [27630] Navy      Navy      Air Force Army      Army      Army      Air Force
## [27637] Army      Navy      Air Force Navy      Air Force Army      Other DoD
## [27644] Army      Army      Navy      Air Force Navy      Other DoD Air Force
## [27651] Army      Army      Army      Navy      Army      Army      Navy     
## [27658] DLA       DLA       Army      DLA       Navy      Air Force Air Force
## [27665] MDA       Army      Navy      DLA       DLA       Navy      Air Force
## [27672] Army      Other DoD Air Force Navy      Air Force Army      Navy     
## [27679] Navy      Navy      Air Force Navy      Other DoD Air Force Army     
## [27686] Navy      Navy      Air Force Army      Army      DLA       Air Force
## [27693] Air Force Army      Air Force Navy      Air Force DLA       Navy     
## [27700] Other DoD Navy      Army      DLA       Air Force DLA       Navy     
## [27707] Air Force Navy      Army      DLA       Other DoD Other DoD Army     
## [27714] Army      Air Force Army      DLA       Navy      Navy      Navy     
## [27721] Army      Navy      Air Force Air Force Other DoD DLA       Navy     
## [27728] Navy      Army      Other DoD Army      DLA       Army      Air Force
## [27735] DLA       Air Force Air Force Navy      DLA       Army      Navy     
## [27742] DLA       Air Force Army      Army      Navy      Army      Navy     
## [27749] Army      Navy      Air Force Army      Other DoD Army      DLA      
## [27756] Navy      Army      DLA       Navy      Air Force Army      Navy     
## [27763] DLA       Army      DLA       Army      Air Force DLA       Navy     
## [27770] Army      Air Force Army      Army      Army      DLA       Air Force
## [27777] Air Force Navy      Other DoD Navy      Air Force DLA       Navy     
## [27784] Navy      Army      DLA       Army      Navy      Air Force Other DoD
## [27791] Navy      Other DoD Army      DLA       DLA       Army      DLA      
## [27798] Navy      Army      DLA       Army      Air Force Army      DLA      
## [27805] Navy      Army      Navy      Army      Navy      Army      Navy     
## [27812] Other DoD Army      Navy      Navy      Army      DLA       Navy     
## [27819] Other DoD Army      Navy      Army      Air Force Army      Army     
## [27826] Navy      DLA       Navy      Other DoD Air Force Navy      Navy     
## [27833] DLA       Air Force Army      Army      Army      Other DoD Navy     
## [27840] Army      Army      Navy      Air Force Other DoD Other DoD Army     
## [27847] Other DoD Army      Navy      Army      DLA       Army      Navy     
## [27854] Navy      Army      Navy      Other DoD DLA       Other DoD Army     
## [27861] Army      Navy      Other DoD Army      Air Force Other DoD DLA      
## [27868] Air Force DLA       Navy      Army      Army      Navy      Navy     
## [27875] DLA       Army      Air Force DLA       Air Force Navy      Army     
## [27882] Navy      DLA       Army      Army      DLA       Air Force DLA      
## [27889] Navy      Navy      Navy      Navy      Other DoD DLA       Army     
## [27896] Other DoD Navy      Army      Army      Air Force Air Force DLA      
## [27903] Air Force DLA       Army      Navy      Army      Air Force DLA      
## [27910] Army      Army      DLA       MDA       Navy      DLA       Navy     
## [27917] Navy      Army      Army      Army      Air Force Navy      DLA      
## [27924] Navy      Army      Air Force Air Force Army      Navy      DLA      
## [27931] Other DoD DLA       Air Force Air Force Air Force Navy      Air Force
## [27938] DLA       Air Force DLA       Army      Air Force Army      Other DoD
## [27945] Air Force Army      Army      Army      Air Force Army      Army     
## [27952] Air Force DLA       Army      Army      Navy      Air Force Army     
## [27959] Army      Air Force Navy      Other DoD Air Force Army      Army     
## [27966] DLA       DLA       Navy      DLA       Army      Air Force Navy     
## [27973] Navy      Navy      DLA       Navy      Army      Army      Navy     
## [27980] Navy      Army      Navy      Air Force DLA       DLA       Navy     
## [27987] Navy      DLA       Army      Army      Army      Air Force Air Force
## [27994] Army      DLA       Other DoD Navy      Other DoD Navy      DLA      
## [28001] Army      Navy      Air Force Air Force DLA       Navy      DLA      
## [28008] Navy      Army      Navy      Navy      Navy      Army      Navy     
## [28015] Air Force Air Force Air Force Navy      Other DoD Navy      Air Force
## [28022] Navy      Air Force Navy      Navy      Air Force Air Force Other DoD
## [28029] Air Force Other DoD DLA       Other DoD Navy      DLA       DLA      
## [28036] Army      Other DoD Air Force DLA       Air Force Army      Army     
## [28043] Air Force Navy      Navy      Navy      Army      DLA       Army     
## [28050] Air Force Navy      DLA       Air Force Other DoD Navy      Navy     
## [28057] DLA       Navy      Army      Navy      Army      Army      Army     
## [28064] Navy      DLA       Army      DLA       Air Force DLA       Army     
## [28071] Navy      Air Force Navy      Army      Other DoD Army      DLA      
## [28078] DLA       Navy      Air Force DLA       Navy      DLA       Navy     
## [28085] Army      Navy      Navy      DLA       Army      DLA       DLA      
## [28092] Navy      Other DoD Air Force DLA       Army      Army      Army     
## [28099] Navy      Army      Other DoD Navy      Army      DLA       Other DoD
## [28106] Other DoD Navy      Navy      Navy      Navy      Navy      Navy     
## [28113] DLA       Army      Navy      Other DoD Air Force DLA       Army     
## [28120] Navy      Army      Air Force Navy      Air Force Navy      Navy     
## [28127] Air Force Air Force Navy      Other DoD Navy      Navy      DLA      
## [28134] Army      Army      Other DoD Other DoD Other DoD Army      Air Force
## [28141] DLA       Army      DLA       Navy      Army      Army      DLA      
## [28148] DLA       Navy      Army      DLA       Army      Army      Air Force
## [28155] Air Force Army      DLA       Army      Army      Army      Navy     
## [28162] DLA       Navy      Navy      Army      Navy      Army      Navy     
## [28169] Navy      Other DoD Air Force Army      Army      Other DoD Army     
## [28176] Navy      Navy      DLA       Army      Navy      DLA       DLA      
## [28183] Navy      Navy      Navy      Air Force Army      Air Force DLA      
## [28190] Navy      Army      Navy      DLA       DLA       Navy      Other DoD
## [28197] Army      Navy      Navy      Air Force Army      Army      Army     
## [28204] Army      Army      Navy      Army      Army      Navy      Navy     
## [28211] DLA       Air Force Army      DLA       Air Force Navy      Navy     
## [28218] Navy      Navy      Navy      Air Force Army      Army      Air Force
## [28225] DLA       Army      Other DoD Army      Other DoD DLA       Navy     
## [28232] Army      DLA       Army      Army      DLA       Navy      Navy     
## [28239] Army      Navy      Navy      Navy      DLA       Navy      Other DoD
## [28246] DLA       Air Force Navy      Air Force Navy      Navy      Other DoD
## [28253] Air Force Navy      Army      Navy      Air Force Army      Air Force
## [28260] Navy      Other DoD Army      Army      Navy      Navy      Navy     
## [28267] Navy      Navy      DLA       DLA       Other DoD Army      Navy     
## [28274] DLA       Other DoD Army      Navy      Navy      Navy      Navy     
## [28281] Army      DLA       Air Force Army      Army      Army      Other DoD
## [28288] Army      Navy      Army      DLA       Army      Other DoD Air Force
## [28295] Air Force Army      Navy      Army      Navy      Navy      Navy     
## [28302] DLA       MDA       Army      Navy      Army      Air Force DLA      
## [28309] Navy      Army      Air Force Other DoD Other DoD Army      Air Force
## [28316] Navy      DLA       Navy      Air Force Army      Air Force Navy     
## [28323] Air Force Navy      Navy      Other DoD Navy      Air Force Navy     
## [28330] Other DoD DLA       Air Force Army      Navy      Air Force Army     
## [28337] Army      Army      Air Force Navy      Navy      Navy      Army     
## [28344] Air Force Army      Other DoD DLA       Other DoD Army      DLA      
## [28351] Air Force Navy      DLA       Army      Navy      Navy      Army     
## [28358] Army      Other DoD Navy      Army      DLA       Air Force Air Force
## [28365] Air Force Army      Army      DLA       DLA       Navy      DLA      
## [28372] DLA       DLA       Air Force Navy      Army      Navy      Air Force
## [28379] Army      Navy      DLA       Navy      Army      DLA       Air Force
## [28386] Army      Navy      Air Force Navy      Air Force Army      Army     
## [28393] Army      Navy      Air Force Army      Army      Air Force Army     
## [28400] Air Force DLA       Navy      Other DoD Air Force Army      Army     
## [28407] Navy      DLA       Navy      Air Force Other DoD Navy      Air Force
## [28414] Navy      Army      Army      DLA       MDA       Army      DLA      
## [28421] Navy      Navy      Navy      Other DoD Air Force Navy      Air Force
## [28428] DLA       Army      Air Force Army      Navy      Other DoD Navy     
## [28435] Army      Air Force Army      Navy      Navy      Army      Army     
## [28442] Navy      Air Force Navy      Air Force Navy      Army      Navy     
## [28449] DLA       Navy      Air Force Air Force Army      Navy      Air Force
## [28456] Air Force Army      Navy      Other DoD DLA       Air Force DLA      
## [28463] Navy      Army      Navy      DLA       Other DoD DLA       Air Force
## [28470] DLA       Navy      Other DoD Army      Air Force Air Force Army     
## [28477] Army      Army      Air Force Army      Navy      Army      Army     
## [28484] Army      DLA       Army      Army      Air Force Air Force Air Force
## [28491] Army      Army      Army      Army      Navy      DLA       Army     
## [28498] Navy      Navy      Air Force Army      Navy      Army      Other DoD
## [28505] Navy      Army      Air Force Air Force Air Force Army      Navy     
## [28512] Air Force Navy      Air Force Navy      Army      DLA       Air Force
## [28519] Navy      Other DoD Air Force Air Force Navy      Air Force Army     
## [28526] Other DoD Air Force Army      Air Force DLA       Other DoD Army     
## [28533] Army      DLA       Navy      Army      Army      Air Force Other DoD
## [28540] Navy      Army      Other DoD Other DoD DLA       Army      Army     
## [28547] DLA       Army      Navy      Army      Navy      Navy      Air Force
## [28554] Other DoD Navy      Navy      DLA       Army      Other DoD Navy     
## [28561] Army      Army      Army      Air Force DLA       Navy      Air Force
## [28568] Navy      Air Force Navy      Army      Army      Air Force Navy     
## [28575] Navy      Navy      Navy      Navy      Navy      Navy      Army     
## [28582] DLA       Air Force Army      DLA       Army      DLA       Navy     
## [28589] Other DoD Air Force Army      Air Force Army      Army      DLA      
## [28596] Navy      Navy      DLA       Air Force Navy      Navy      Navy     
## [28603] Other DoD Other DoD Navy      DLA       Air Force Army      Army     
## [28610] Navy      Navy      Army      Air Force Air Force Air Force Air Force
## [28617] Army      Navy      Army      Air Force Army      Army      Army     
## [28624] Army      Air Force Navy      Air Force Army      Navy      Army     
## [28631] Army      Other DoD Other DoD DLA       Navy      Army      Air Force
## [28638] Other DoD Air Force Army      Air Force DLA       Army      DLA      
## [28645] Army      Army      Navy      Army      DLA       Army      Army     
## [28652] Army      Other DoD DLA       Army      Air Force Air Force Navy     
## [28659] Army      Army      Army      Army      Air Force Navy      Navy     
## [28666] Army      DLA       Navy      Navy      Navy      DLA       Army     
## [28673] Army      Navy      Other DoD Army      DLA       Other DoD Army     
## [28680] Army      Army      Navy      Army      Army      Air Force Other DoD
## [28687] DLA       Navy      Navy      Army      Army      Army      Air Force
## [28694] Army      Air Force Navy      Air Force Army      Army      Navy     
## [28701] Army      Navy      Army      DLA       Air Force Other DoD DLA      
## [28708] DLA       Navy      DLA       Army      Army      DLA       Army     
## [28715] Army      Air Force Navy      Army      Other DoD Navy      Navy     
## [28722] Army      Other DoD Navy      DLA       Navy      Navy      Navy     
## [28729] Army      Army      Air Force Army      DLA       Air Force Air Force
## [28736] Air Force Navy      Air Force Army      Army      DLA       Navy     
## [28743] Navy      Air Force Army      Air Force Army      Army      Navy     
## [28750] Army      DLA       Air Force Navy      Navy      Air Force Air Force
## [28757] Air Force Other DoD Army      Navy      Navy      Other DoD Air Force
## [28764] Army      Army      Air Force Army      Navy      Army      Air Force
## [28771] Navy      Navy      Other DoD Navy      Navy      Army      DLA      
## [28778] Navy      Air Force Navy      Army      Army      Navy      Army     
## [28785] Army      DLA       Air Force Navy      Air Force Navy      DLA      
## [28792] Air Force Navy      Navy      Other DoD Army      Navy      DLA      
## [28799] Air Force Air Force Air Force Army      Air Force Navy      Navy     
## [28806] Air Force Navy      Army      Navy      DLA       Air Force Navy     
## [28813] Air Force Other DoD Other DoD Army      Air Force Navy      Navy     
## [28820] Navy      Army      Navy      Army      Navy      Army      Air Force
## [28827] DLA       Navy      Air Force Army      Navy      DLA       Army     
## [28834] Navy      Other DoD Army      Army      Army      Navy      Navy     
## [28841] Army      Navy      Navy      Navy      Army      Navy      Navy     
## [28848] Navy      Army      Army      Army      Air Force Army      Other DoD
## [28855] Navy      Army      Navy      Other DoD Navy      Navy      Air Force
## [28862] Army      Air Force DLA       DLA       Army      Navy      Other DoD
## [28869] Navy      Air Force Air Force Other DoD Navy      Other DoD Other DoD
## [28876] Navy      Navy      Air Force Other DoD Navy      Army      Other DoD
## [28883] Army      Air Force Other DoD DLA       Army      Navy      Army     
## [28890] Navy      Other DoD Navy      Navy      Air Force Other DoD Army     
## [28897] DLA       Air Force DLA       Navy      Navy      Navy      Army     
## [28904] Army      Air Force Army      Other DoD DLA       DLA       Navy     
## [28911] Navy      Navy      Army      Army      Air Force Other DoD Army     
## [28918] DLA       Army      Army      Air Force Army      Air Force Air Force
## [28925] Army      Army      Air Force Air Force Air Force DLA       Air Force
## [28932] Army      Air Force Army      Army      Army      Navy      Army     
## [28939] Other DoD Navy      DLA       Navy      Navy      DLA       Navy     
## [28946] DLA       Army      Other DoD Army      Army      Army      Air Force
## [28953] DLA       Other DoD Other DoD Air Force Navy      Army      Army     
## [28960] Army      Navy      Army      Air Force Navy      Air Force Army     
## [28967] Navy      Army      Navy      Air Force Army      Air Force DLA      
## [28974] Navy      DLA       Army      Navy      Air Force Navy      Army     
## [28981] DLA       Army      MDA       Navy      Air Force Air Force Army     
## [28988] Navy      Navy      Army      Army      Navy      DLA       Army     
## [28995] Air Force DLA       Navy      Navy      DLA       DLA       Navy     
## [29002] Other DoD Air Force Army      Air Force Air Force DLA       Navy     
## [29009] Other DoD Army      Air Force Navy      Army      Navy      Navy     
## [29016] Air Force Army      Navy      Other DoD Army      Navy      Navy     
## [29023] Other DoD Air Force Air Force Air Force Air Force DLA       Air Force
## [29030] Navy      Army      DLA       Army      Air Force Navy      Navy     
## [29037] Army      Air Force Navy      Army      Army      DLA       DLA      
## [29044] DLA       Army      Army      Navy      Army      Army      Other DoD
## [29051] Army      Navy      Air Force Air Force Army      Navy      Navy     
## [29058] Army      Army      Navy      Army      Navy      Air Force Navy     
## [29065] Army      DLA       Army      DLA       Army      Air Force Army     
## [29072] Air Force Navy      Army      Air Force Navy      Navy      Air Force
## [29079] Army      Army      Navy      Army      Other DoD Army      Navy     
## [29086] Navy      DLA       Navy      Navy      DLA       Air Force Army     
## [29093] Other DoD Navy      Army      Air Force Army      Army      Army     
## [29100] DLA       Army      Army      Army      Army      Navy      Army     
## [29107] Navy      Army      DLA       DLA       Army      DLA       Air Force
## [29114] DLA       Navy      Army      Air Force DLA       Army      Army     
## [29121] Army      Other DoD Army      Navy      DLA       Other DoD Navy     
## [29128] Other DoD DLA       Air Force DLA       Army      DLA       Air Force
## [29135] Army      Army      Navy      Navy      Air Force Army      DLA      
## [29142] Army      DLA       Army      Air Force Other DoD Other DoD DLA      
## [29149] Navy      Other DoD Navy      Army      Other DoD DLA       Army     
## [29156] Air Force Army      DLA       DLA       Air Force Army      Air Force
## [29163] Army      DLA       Air Force Navy      DLA       Army      Army     
## [29170] Air Force Army      DLA       Navy      Army      Air Force Other DoD
## [29177] Air Force Navy      Navy      Air Force Navy      Army      DLA      
## [29184] Army      Navy      Navy      Army      DLA       Navy      DLA      
## [29191] Navy      Air Force Air Force Navy      Navy      Navy      Air Force
## [29198] Army      Air Force Navy      Army      Army      Navy      Army     
## [29205] Navy      Navy      Navy      Air Force Army      Army      Air Force
## [29212] Army      Air Force Army      Navy      Navy      Navy      Navy     
## [29219] Army      Air Force Navy      DLA       Navy      Navy      Army     
## [29226] Army      Army      Air Force Other DoD Army      Other DoD Navy     
## [29233] Army      DLA       Navy      DLA       Army      Other DoD Army     
## [29240] Army      Army      Navy      Other DoD Navy      Navy      Navy     
## [29247] Army      Army      Air Force Army      Navy      Army      DLA      
## [29254] Army      Navy      Army      Other DoD MDA       Air Force Air Force
## [29261] Army      Air Force Navy      DLA       Air Force Army      Air Force
## [29268] Navy      Army      Army      Army      Army      Navy      DLA      
## [29275] Other DoD DLA       Army      Navy      Army      Other DoD Army     
## [29282] Other DoD Air Force Navy      Army      DLA       DLA       Air Force
## [29289] Army      Other DoD DLA       Navy      DLA       Air Force DLA      
## [29296] Other DoD DLA       Army      Navy      Air Force DLA       Army     
## [29303] Air Force DLA       Army      Army      DLA       Other DoD Army     
## [29310] Navy      Navy      Army      Army      Air Force Navy      DLA      
## [29317] Army      Army      Navy      DLA       Air Force DLA       Army     
## [29324] DLA       Navy      Army      Navy      Army      Other DoD Army     
## [29331] DLA       Army      Air Force DLA       Air Force Navy      Air Force
## [29338] Other DoD Army      Other DoD Air Force Air Force Navy      Navy     
## [29345] DLA       Other DoD Army      DLA       Navy      Army      DLA      
## [29352] Navy      Air Force Navy      Army      Navy      Air Force Navy     
## [29359] Army      Air Force Army      Air Force Navy      Navy      Air Force
## [29366] Navy      Air Force Navy      Air Force DLA       Air Force Navy     
## [29373] Navy      DLA       Army      Navy      Navy      DLA       DLA      
## [29380] Army      Navy      Army      DLA       Navy      Navy      Navy     
## [29387] Air Force Navy      Air Force Army      Army      Navy      Other DoD
## [29394] Other DoD Air Force DLA       Navy      DLA       Army      Army     
## [29401] Navy      Navy      Air Force Army      DLA       Navy      Other DoD
## [29408] Air Force Navy      Army      Army      Navy      Navy      Army     
## [29415] Other DoD DLA       Navy      Air Force Army      Navy      Air Force
## [29422] Air Force Navy      Other DoD DLA       Navy      Air Force Navy     
## [29429] Navy      Air Force DLA       DLA       Air Force DLA       DLA      
## [29436] Army      Navy      Air Force Army      Navy      Air Force Other DoD
## [29443] Navy      Navy      DLA       Air Force DLA       Army      Army     
## [29450] Other DoD Other DoD Navy      DLA       DLA       Navy      Navy     
## [29457] Other DoD Army      Air Force Army      Air Force Navy      Navy     
## [29464] Army      Navy      Air Force Other DoD Army      Navy      Other DoD
## [29471] Navy      DLA       Navy      DLA       Air Force DLA       Navy     
## [29478] Army      Army      Army      Other DoD DLA       Air Force Other DoD
## [29485] DLA       Navy      Army      DLA       Navy      Army      Air Force
## [29492] Army      Army      Navy      Air Force Navy      Navy      Navy     
## [29499] Army      Navy      Army      DLA       Army      Army      Army     
## [29506] Air Force Air Force Other DoD Army      Other DoD Army      Army     
## [29513] Other DoD Army      Army      Air Force Navy      Army      Navy     
## [29520] Army      Air Force Army      Air Force Army      Army      Army     
## [29527] Army      DLA       Army      Army      Army      Other DoD Air Force
## [29534] Navy      Army      Air Force Navy      Army      Army      Navy     
## [29541] Air Force Army      Air Force Army      Navy      Air Force Army     
## [29548] Navy      Navy      Air Force Army      Navy      Navy      Air Force
## [29555] Air Force Army      DLA       Navy      DLA       Army      Other DoD
## [29562] Army      Army      Army      Other DoD Air Force Army      Navy     
## [29569] Other DoD Navy      Army      Army      Navy      Air Force Air Force
## [29576] Air Force Navy      Navy      Navy      Navy      Army      Other DoD
## [29583] Air Force DLA       Air Force DLA       Navy      DLA       Air Force
## [29590] Air Force DLA       DLA       Army      Navy      Air Force DLA      
## [29597] DLA       Army      Army      Navy      Army      Air Force Air Force
## [29604] Army      Army      Army      Navy      Other DoD Navy      Army     
## [29611] Navy      DLA       Army      Air Force Army      Army      Navy     
## [29618] Air Force Air Force DLA       Other DoD Air Force Army      Navy     
## [29625] Army      Army      Navy      Air Force Army      Army      Other DoD
## [29632] Air Force Army      Navy      Army      Army      Navy      Army     
## [29639] Other DoD Navy      Air Force Army      Navy      Navy      Army     
## [29646] Air Force Navy      Navy      Army      Army      DLA       Army     
## [29653] DLA       Navy      Army      Other DoD DLA       Army      Air Force
## [29660] Army      DLA       Navy      Navy      Other DoD Army      Army     
## [29667] Navy      Air Force Navy      Navy      Other DoD DLA       Army     
## [29674] Army      Air Force Navy      DLA       Navy      Navy      Other DoD
## [29681] Navy      Army      Army      Army      Air Force Army      DLA      
## [29688] Air Force Air Force Navy      Other DoD DLA       Air Force Air Force
## [29695] Air Force Army      Navy      Navy      Army      Air Force Other DoD
## [29702] Army      Navy      Air Force Army      Navy      Navy      Navy     
## [29709] Navy      Army      Navy      Navy      Army      Army      Army     
## [29716] Army      Other DoD Navy      Army      Navy      Navy      Army     
## [29723] Air Force Army      Air Force Navy      Air Force Navy      Air Force
## [29730] Navy      Other DoD Army      Air Force Army      Air Force Other DoD
## [29737] Army      Army      Air Force Army      Other DoD Air Force Air Force
## [29744] Army      Air Force Army      Navy      Navy      Other DoD Army     
## [29751] Air Force Navy      Army      DLA       Army      Other DoD Navy     
## [29758] Navy      Navy      Navy      Air Force DLA       Air Force Army     
## [29765] Navy      Other DoD Other DoD Army      Air Force Air Force Army     
## [29772] Army      DLA       Navy      Army      Other DoD Navy      Other DoD
## [29779] DLA       Army      Air Force Navy      DLA       Army      Other DoD
## [29786] Air Force Air Force Navy      Other DoD Army      Other DoD Army     
## [29793] Army      Army      Army      Navy      DLA       Army      Army     
## [29800] Army      Other DoD DLA       Army      Army      Air Force Air Force
## [29807] Navy      DLA       DLA       Air Force DLA       Navy      Other DoD
## [29814] Navy      Navy      Air Force Navy      Navy      Navy      Navy     
## [29821] Navy      Army      Army      Navy      Air Force Army      DLA      
## [29828] Navy      Army      Navy      Air Force Navy      Army      DLA      
## [29835] Army      Army      Air Force Army      Army      Army      Air Force
## [29842] Navy      Navy      Navy      Army      Army      Army      Army     
## [29849] Army      Army      Other DoD Navy      Air Force Other DoD Navy     
## [29856] Army      Other DoD Army      Army      Navy      Air Force Army     
## [29863] Navy      Army      Army      Navy      Army      Army      Army     
## [29870] DLA       Other DoD Navy      Army      DLA       Other DoD Army     
## [29877] Army      Army      Air Force Army      Army      Army      Navy     
## [29884] Air Force Navy      Other DoD DLA       Navy      Navy      Navy     
## [29891] Army      Navy      Air Force DLA       DLA       Army      Army     
## [29898] Air Force Army      Navy      Army      Navy      DLA       Army     
## [29905] Army      Army      Other DoD Navy      Air Force Other DoD Other DoD
## [29912] Army      Navy      Air Force Other DoD Army      DLA       Air Force
## [29919] Other DoD Air Force DLA       DLA       Army      Air Force Army     
## [29926] Other DoD Air Force Air Force Navy      Other DoD Air Force Navy     
## [29933] Navy      Navy      Army      Army      Air Force Air Force Navy     
## [29940] Navy      Other DoD DLA       Navy      Navy      Air Force Navy     
## [29947] Navy      Air Force Army      Navy      Navy      DLA       Air Force
## [29954] Air Force Navy      Navy      Army      Navy      Army      Air Force
## [29961] DLA       Navy      Navy      Other DoD Army      Navy      DLA      
## [29968] Air Force Army      Air Force Navy      Other DoD DLA       Army     
## [29975] DLA       Navy      Army      Air Force Navy      Army      Navy     
## [29982] Navy      Air Force Army      DLA       Navy      Air Force Navy     
## [29989] Navy      Other DoD Navy      Other DoD DLA       Army      DLA      
## [29996] Army      Army      Army      Army      Navy      DLA       Navy     
## [30003] Navy      Air Force Navy      Navy      Navy      Army      Army     
## [30010] Army      Other DoD Navy      Air Force Navy      Army      DLA      
## [30017] Navy      Army      DLA       Navy      DLA       Army      Other DoD
## [30024] Army      Navy      DLA       DLA       Navy      DLA       DLA      
## [30031] Army      Other DoD Navy      Other DoD DLA       Army      DLA      
## [30038] Other DoD DLA       DLA       Navy      Army      DLA       Army     
## [30045] Navy      Army      Navy      Air Force Navy      Air Force Army     
## [30052] Army      Army      Army      Air Force Army      Navy      Army     
## [30059] Other DoD Navy      Army      Army      Army      Air Force Army     
## [30066] Army      Navy      Navy      Navy      Air Force Army      Navy     
## [30073] DLA       Navy      Air Force Army      Army      Army      Air Force
## [30080] Army      DLA       Air Force Other DoD Other DoD DLA       DLA      
## [30087] Air Force Navy      Navy      Air Force Army      Air Force Air Force
## [30094] Navy      Air Force MDA       Navy      Army      Navy      DLA      
## [30101] Army      Other DoD Other DoD Other DoD Army      Army      Navy     
## [30108] DLA       Army      DLA       Army      Other DoD Army      Air Force
## [30115] Army      Air Force Air Force Navy      Navy      Air Force DLA      
## [30122] Air Force Other DoD Air Force Navy      Other DoD DLA       Navy     
## [30129] Army      Navy      Navy      Air Force Air Force Navy      DLA      
## [30136] Other DoD DLA       Air Force Navy      Army      Army      Army     
## [30143] Navy      Army      Navy      Other DoD DLA       DLA       Air Force
## [30150] Air Force Navy      DLA       DLA       DLA       DLA       Other DoD
## [30157] Air Force Army      Navy      DLA       Navy      Navy      Army     
## [30164] Navy      Navy      Army      Navy      Air Force DLA       DLA      
## [30171] Other DoD Navy      Army      Other DoD Army      Navy      Army     
## [30178] Army      DLA       Navy      Navy      DLA       DLA       DLA      
## [30185] Navy      Navy      Air Force Navy      Army      Navy      Other DoD
## [30192] DLA       Army      Navy      DLA       Army      Air Force DLA      
## [30199] DLA       Other DoD Navy      Army      DLA       Navy      Navy     
## [30206] Navy      Other DoD Navy      Air Force Navy      Army      Army     
## [30213] Army      Air Force Army      Navy      Air Force Army      Other DoD
## [30220] Army      Navy      Other DoD Air Force Air Force Army      Army     
## [30227] Army      DLA       Navy      Navy      Army      Other DoD Navy     
## [30234] Army      Army      Navy      Army      DLA       Army      DLA      
## [30241] Other DoD Other DoD Air Force Air Force Air Force Army      Army     
## [30248] Air Force Army      Other DoD Other DoD Navy      Air Force Army     
## [30255] DLA       Air Force Army      Navy      Air Force Air Force DLA      
## [30262] DLA       DLA       Other DoD Air Force Air Force Army      Navy     
## [30269] Air Force DLA       Army      Other DoD Navy      Navy      Army     
## [30276] DLA       Army      Army      Navy      Army      Army      Army     
## [30283] Air Force Navy      DLA       Navy      Air Force Other DoD Army     
## [30290] Other DoD Army      Navy      Other DoD Air Force MDA       Air Force
## [30297] Army      Air Force Army      DLA       Army      Air Force Army     
## [30304] DLA       Army      Army      Navy      Army      Army      Air Force
## [30311] Army      Air Force Navy      Air Force Air Force Air Force DLA      
## [30318] Other DoD Army      Army      Other DoD Air Force Other DoD Army     
## [30325] Army      DLA       DLA       Army      DLA       Army      Navy     
## [30332] Army      Army      Other DoD DLA       DLA       Army      Army     
## [30339] Army      Army      Navy      DLA       Army      Army      Air Force
## [30346] Navy      Army      DLA       DLA       Army      Army      Navy     
## [30353] Navy      Navy      Army      Army      Other DoD Air Force Army     
## [30360] DLA       DLA       Army      Army      Army      Navy      DLA      
## [30367] DLA       Navy      Navy      DLA       Navy      DLA       Other DoD
## [30374] DLA       Other DoD Other DoD Army      Air Force Navy      DLA      
## [30381] Air Force DLA       DLA       Army      Air Force DLA       Other DoD
## [30388] Navy      Army      Navy      Army      DLA       Army      Navy     
## [30395] Army      Army      Army      Army      Army      Army      Other DoD
## [30402] Navy      Army      Air Force Air Force Air Force Navy      Navy     
## [30409] Army      Navy      Navy      Army      DLA       DLA       Navy     
## [30416] Navy      Other DoD Army      DLA       Air Force Army      Navy     
## [30423] Army      Navy      Air Force Other DoD Air Force Other DoD Army     
## [30430] DLA       Navy      Air Force Other DoD Navy      DLA       Navy     
## [30437] Navy      Army      Army      Other DoD DLA       Navy      Navy     
## [30444] Army      DLA       Navy      DLA       Air Force Army      DLA      
## [30451] Other DoD Army      DLA       Air Force Air Force Air Force Army     
## [30458] Army      DLA       Navy      Air Force DLA       Army      Army     
## [30465] Other DoD Navy      DLA       DLA       DLA       Army      DLA      
## [30472] Army      Air Force Army      DLA       DLA       Navy      Army     
## [30479] DLA       Other DoD Navy      Other DoD Other DoD Navy      Army     
## [30486] DLA       Army      Army      Navy      Army      Army      Navy     
## [30493] Air Force MDA       DLA       Air Force Air Force Navy      Navy     
## [30500] DLA       DLA       DLA       Other DoD DLA       DLA       DLA      
## [30507] Navy      Air Force Navy      DLA       Army      Navy      Navy     
## [30514] Other DoD Air Force Air Force Army      Army      Army      Navy     
## [30521] DLA       Army      Air Force Navy      MDA       Army      Navy     
## [30528] Army      Army      Army      DLA       Other DoD Navy      Army     
## [30535] DLA       Air Force Other DoD DLA       Army      Army      Army     
## [30542] Navy      Army      Other DoD Navy      Air Force Other DoD Other DoD
## [30549] Navy      Navy      Navy      Navy      Air Force Air Force Army     
## [30556] DLA       Army      Army      Navy      Navy      Air Force DLA      
## [30563] DLA       DLA       Air Force Air Force Navy      Other DoD Army     
## [30570] DLA       Navy      Army      Army      Army      Air Force Navy     
## [30577] Army      Air Force Navy      Army      Army      Navy      Army     
## [30584] Navy      Navy      Army      Air Force Navy      Army      Navy     
## [30591] Army      Army      Air Force Army      Army      Navy      Other DoD
## [30598] Air Force Navy      Air Force Air Force Other DoD DLA       Army     
## [30605] Air Force DLA       Air Force Army      Navy      Navy      Navy     
## [30612] Army      DLA       Army      Navy      Army      Air Force Air Force
## [30619] Army      Air Force Navy      Air Force Navy      DLA       Air Force
## [30626] Air Force Army      Army      Army      DLA       Army      Other DoD
## [30633] Other DoD DLA       Navy      Army      Air Force Army      Navy     
## [30640] DLA       DLA       Other DoD Army      DLA       Army      Army     
## [30647] Navy      Other DoD Navy      Army      Navy      MDA       Other DoD
## [30654] Army      Navy      Air Force Navy      Air Force DLA       Army     
## [30661] Army      Navy      Air Force Army      Air Force Navy      Air Force
## [30668] DLA       Navy      Air Force DLA       Army      Army      Other DoD
## [30675] Navy      Air Force Navy      Navy      Navy      Navy      Air Force
## [30682] DLA       Army      Navy      Army      Navy      DLA       Other DoD
## [30689] Navy      Army      Air Force Army      Air Force Navy      Army     
## [30696] Army      DLA       Navy      Air Force Other DoD Other DoD Air Force
## [30703] Navy      DLA       Army      DLA       Navy      DLA       Other DoD
## [30710] Navy      Air Force Navy      Air Force DLA       Navy      Air Force
## [30717] Navy      Navy      Other DoD Army      Navy      Army      Navy     
## [30724] Army      Other DoD DLA       Army      Other DoD Army      Army     
## [30731] Army      Army      Navy      Army      Navy      Air Force Air Force
## [30738] Other DoD Army      Army      Navy      Navy      Army      Navy     
## [30745] DLA       DLA       Army      Navy      Air Force Other DoD DLA      
## [30752] Army      Air Force Air Force Air Force DLA       Air Force Army     
## [30759] Army      Army      Army      Navy      Army      Navy      Air Force
## [30766] Army      Army      Army      Other DoD Army      Navy      Other DoD
## [30773] DLA       Army      Navy      Other DoD Navy      Air Force Navy     
## [30780] Other DoD Navy      Air Force DLA       Other DoD Army      DLA      
## [30787] DLA       Navy      Other DoD Navy      DLA       DLA       Navy     
## [30794] Army      DLA       Other DoD DLA       Air Force Army      DLA      
## [30801] Navy      DLA       Other DoD Army      Navy      Army      Other DoD
## [30808] Air Force Army      Navy      Navy      DLA       Other DoD Navy     
## [30815] Army      DLA       Air Force DLA       Army      Navy      DLA      
## [30822] DLA       Army      DLA       Air Force Other DoD Air Force Air Force
## [30829] Navy      Air Force Army      Air Force Army      Navy      DLA      
## [30836] Navy      Navy      DLA       Navy      Navy      Navy      DLA      
## [30843] Other DoD Air Force Navy      Other DoD Air Force Navy      Navy     
## [30850] Air Force Air Force Air Force Other DoD Air Force DLA       Air Force
## [30857] Air Force Navy      Army      Navy      Navy      DLA       Army     
## [30864] Air Force Army      MDA       Air Force Army      Army      Other DoD
## [30871] DLA       Air Force Army      Army      Army      Navy      Army     
## [30878] Air Force Air Force Air Force DLA       DLA       DLA       Navy     
## [30885] Army      Air Force Navy      Army      Army      Navy      Navy     
## [30892] DLA       Army      DLA       DLA       Navy      Army      DLA      
## [30899] Army      DLA       Army      Other DoD Navy      Army      Navy     
## [30906] Air Force Air Force Navy      DLA       Air Force Navy      Navy     
## [30913] Army      Navy      Other DoD Navy      Navy      Army      DLA      
## [30920] Navy      Other DoD Navy      Navy      Other DoD DLA       Army     
## [30927] Other DoD Army      Navy      Air Force Navy      DLA       Other DoD
## [30934] DLA       Navy      Air Force Air Force Army      Army      Navy     
## [30941] Army      Navy      Army      Air Force Army      Navy      Army     
## [30948] Air Force Army      Army      DLA       Air Force Navy      DLA      
## [30955] DLA       Navy      Navy      Other DoD Navy      Air Force Air Force
## [30962] Other DoD Army      Army      DLA       Navy      Army      Other DoD
## [30969] DLA       Air Force Army      Air Force Air Force Army      Other DoD
## [30976] Army      Navy      DLA       Army      Air Force Army      Navy     
## [30983] Air Force DLA       Other DoD Air Force Navy      DLA       Other DoD
## [30990] Air Force Air Force Army      Navy      Navy      Air Force Air Force
## [30997] Navy      Army      DLA       Army      DLA       DLA       Other DoD
## [31004] Air Force DLA       Navy      Army      Army      Army      Air Force
## [31011] Navy      DLA       Navy      DLA       Navy      DLA       DLA      
## [31018] Army      DLA       Army      Army      Army      Army      Navy     
## [31025] Army      DLA       DLA       Air Force Air Force Other DoD Air Force
## [31032] DLA       Air Force Navy      Navy      Navy      Air Force Army     
## [31039] Navy      DLA       DLA       Navy      DLA       DLA       Navy     
## [31046] Air Force Navy      Navy      Navy      Army      Air Force Air Force
## [31053] Army      Other DoD Navy      DLA       Army      Army      Navy     
## [31060] DLA       Army      Air Force Air Force Navy      Navy      Navy     
## [31067] Other DoD Army      Army      Navy      Navy      Army      Army     
## [31074] Army      Army      Navy      Navy      Army      Other DoD Army     
## [31081] Army      Air Force Army      Navy      DLA       Other DoD Navy     
## [31088] Navy      DLA       Air Force Navy      Army      Army      Air Force
## [31095] DLA       Other DoD Army      Navy      Navy      Army      DLA      
## [31102] Navy      Navy      Navy      Air Force Air Force Navy      Other DoD
## [31109] Navy      Navy      Navy      Air Force Navy      Army      Navy     
## [31116] Navy      Navy      Army      Navy      Navy      Air Force Navy     
## [31123] Other DoD MDA       Army      Air Force Navy      Navy      Army     
## [31130] Navy      Army      Navy      Other DoD Army      Other DoD DLA      
## [31137] Other DoD Air Force Navy      Air Force Navy      Army      Navy     
## [31144] Navy      Navy      Navy      Army      Army      Navy      Army     
## [31151] Navy      Air Force Air Force Army      Army      Army      Navy     
## [31158] Other DoD Army      Other DoD Navy      Army      Army      Army     
## [31165] Navy      Navy      Army      Army      Navy      Air Force Navy     
## [31172] Navy      DLA       Army      DLA       Other DoD Navy      Army     
## [31179] Air Force Air Force Navy      Other DoD DLA       Air Force Army     
## [31186] Army      Army      Other DoD Navy      Air Force Army      Air Force
## [31193] Army      Air Force Air Force Navy      Navy      Army      Other DoD
## [31200] Other DoD Navy      Army      Air Force DLA       Other DoD Navy     
## [31207] Navy      Other DoD Air Force Army      Navy      Other DoD Navy     
## [31214] Navy      Army      DLA       Air Force Air Force DLA       Navy     
## [31221] Navy      Army      Army      Navy      Air Force Other DoD Navy     
## [31228] DLA       DLA       DLA       Army      Army      Army      Army     
## [31235] Army      DLA       Navy      DLA       Army      DLA       Air Force
## [31242] Army      Air Force Navy      Navy      Air Force Army      Army     
## [31249] Army      Other DoD Navy      Army      Army      Air Force Army     
## [31256] Navy      Air Force Navy      Navy      Navy      Navy      Army     
## [31263] Army      Air Force Other DoD Navy      Army      Army      Army     
## [31270] DLA       Other DoD Air Force Navy      Navy      Army      Navy     
## [31277] Air Force Navy      Air Force Air Force Army      Army      Army     
## [31284] Navy      Army      DLA       DLA       DLA       Navy      Army     
## [31291] Other DoD Army      Air Force Navy      Army      Air Force Other DoD
## [31298] Navy      Army      Other DoD Army      Army      Air Force Army     
## [31305] DLA       Air Force Army      Navy      Other DoD Army      Navy     
## [31312] Army      DLA       Other DoD Navy      Navy      Army      Army     
## [31319] DLA       Other DoD DLA       Navy      Army      Army      Army     
## [31326] Army      Air Force Navy      Air Force Army      Navy      Navy     
## [31333] Navy      DLA       Army      Army      Army      Air Force Army     
## [31340] Air Force Other DoD Army      DLA       Other DoD DLA       Navy     
## [31347] Navy      Other DoD Navy      Air Force Navy      Navy      Army     
## [31354] Navy      Army      DLA       Army      Air Force Army      Navy     
## [31361] Army      DLA       DLA       Navy      Navy      Navy      Navy     
## [31368] Army      Army      Army      Navy      Navy      Air Force Army     
## [31375] Army      Air Force Army      Army      Navy      DLA       Navy     
## [31382] DLA       Army      Navy      Air Force Army      Army      Air Force
## [31389] Army      Air Force Navy      Navy      Navy      Army      Navy     
## [31396] Air Force Air Force Navy      Army      Navy      DLA       Air Force
## [31403] DLA       DLA       Navy      Air Force Navy      Other DoD Air Force
## [31410] DLA       Air Force Navy      Air Force Air Force Army      Navy     
## [31417] Other DoD Navy      DLA       Air Force Air Force Other DoD Army     
## [31424] DLA       Navy      DLA       Air Force Navy      Navy      Air Force
## [31431] Army      Navy      Air Force DLA       MDA       Army      Navy     
## [31438] Navy      Navy      Army      Army      Navy      Air Force Army     
## [31445] Navy      Air Force Army      DLA       DLA       DLA       DLA      
## [31452] Army      Army      Navy      Army      Air Force Army      Other DoD
## [31459] Navy      Other DoD DLA       Air Force Other DoD Navy      Air Force
## [31466] Army      DLA       Army      Navy      Army      Other DoD DLA      
## [31473] Air Force DLA       Army      Other DoD Army      Air Force DLA      
## [31480] DLA       Other DoD Navy      DLA       Army      Army      Other DoD
## [31487] Army      Army      DLA       Other DoD Navy      DLA       Navy     
## [31494] Navy      Army      Navy      Army      DLA       Navy      DLA      
## [31501] Navy      Army      Navy      Army      Army      Army      Army     
## [31508] Army      Air Force Navy      Army      Air Force Army      Navy     
## [31515] Navy      DLA       DLA       Navy      DLA       Army      Army     
## [31522] Air Force Army      Air Force Navy      Army      Navy      Other DoD
## [31529] DLA       Other DoD Air Force Air Force Navy      Army      Army     
## [31536] Other DoD DLA       Army      Army      Army      Navy      Army     
## [31543] Navy      DLA       DLA       DLA       Navy      Army      Army     
## [31550] DLA       Army      Navy      Navy      Air Force DLA       Other DoD
## [31557] Navy      Navy      Navy      Navy      Army      Navy      Air Force
## [31564] Army      Navy      Navy      Air Force Other DoD DLA       Air Force
## [31571] Army      Navy      Army      Navy      Navy      DLA       Army     
## [31578] Navy      DLA       Army      Air Force Navy      Air Force Army     
## [31585] DLA       DLA       Army      Navy      Army      Navy      DLA      
## [31592] Army      Army      Air Force DLA       Navy      Army      Navy     
## [31599] Army      Air Force DLA       Air Force Navy      Navy      DLA      
## [31606] Air Force Army      DLA       Navy      Navy      Navy      Air Force
## [31613] Navy      Army      Army      Navy      Army      Army      Navy     
## [31620] DLA       Navy      Army      Other DoD Navy      Army      Other DoD
## [31627] Air Force Air Force Air Force Navy      Navy      Army      Army     
## [31634] Army      Other DoD Other DoD Army      DLA       Air Force Air Force
## [31641] Air Force Army      Air Force Army      Navy      Army      Air Force
## [31648] Navy      Army      DLA       Army      Navy      Air Force Navy     
## [31655] Navy      Other DoD Air Force Air Force Navy      Navy      Air Force
## [31662] Army      Other DoD Air Force Army      Army      DLA       Navy     
## [31669] Air Force Navy      Navy      Navy      DLA       Navy      DLA      
## [31676] Navy      Army      Navy      Army      Army      Navy      Army     
## [31683] Army      Air Force Navy      Navy      Air Force Navy      Army     
## [31690] Air Force DLA       Army      Navy      Air Force Army      Other DoD
## [31697] Army      Navy      Army      Air Force Navy      Air Force Air Force
## [31704] Army      Other DoD Army      Air Force DLA       Army      Army     
## [31711] Army      Navy      Other DoD DLA       Other DoD Other DoD Army     
## [31718] Navy      Army      Other DoD Other DoD Army      DLA       Navy     
## [31725] Air Force Navy      Army      Air Force Air Force Army      Army     
## [31732] Air Force Air Force Army      Air Force Navy      Air Force Air Force
## [31739] Air Force Other DoD Army      Navy      Navy      DLA       Other DoD
## [31746] Air Force Air Force Navy      DLA       Navy      Army      Army     
## [31753] DLA       DLA       Army      Navy      Army      Army      Army     
## [31760] Air Force Army      Army      Navy      Navy      Other DoD Army     
## [31767] Army      DLA       Army      Navy      Army      Navy      Other DoD
## [31774] Navy      DLA       DLA       Army      DLA       Air Force Navy     
## [31781] Air Force Army      Navy      Army      Air Force Other DoD Army     
## [31788] Army      Navy      Other DoD Navy      Army      Other DoD DLA      
## [31795] Navy      Army      Navy      Army      Army      Army      Navy     
## [31802] Air Force Navy      DLA       Navy      Army      Army      Other DoD
## [31809] Army      Navy      Army      Army      Navy      Air Force Navy     
## [31816] Army      Air Force DLA       Army      Navy      Army      DLA      
## [31823] Army      DLA       Navy      Navy      DLA       Army      Navy     
## [31830] Other DoD Other DoD Army      Other DoD Other DoD Army      Air Force
## [31837] DLA       Navy      Other DoD Army      Air Force Air Force Air Force
## [31844] Navy      DLA       Air Force Army      Air Force Army      Army     
## [31851] Navy      Army      Navy      Navy      DLA       Air Force Army     
## [31858] Air Force Army      Navy      Army      Navy      Air Force Navy     
## [31865] Army      Army      Navy      Other DoD Army      Army      Other DoD
## [31872] Other DoD Army      Other DoD DLA       Navy      Other DoD Army     
## [31879] Navy      Army      Army      Army      Navy      Army      Navy     
## [31886] Army      Air Force Air Force Navy      Other DoD Air Force DLA      
## [31893] Army      Air Force Other DoD Air Force Army      DLA       Air Force
## [31900] Army      Navy      Army      Navy      Army      DLA       Navy     
## [31907] Other DoD Navy      Air Force DLA       Army      Army      Navy     
## [31914] DLA       Army      Air Force Air Force DLA       Air Force Navy     
## [31921] Air Force DLA       DLA       Air Force Army      Navy      Air Force
## [31928] DLA       DLA       Air Force DLA       Navy      Air Force Air Force
## [31935] Navy      Army      Air Force Navy      Other DoD Navy      Other DoD
## [31942] Army      Other DoD DLA       DLA       Air Force Other DoD Navy     
## [31949] Navy      Army      Army      Army      Navy      Air Force Army     
## [31956] DLA       Army      Army      Air Force DLA       Army      Army     
## [31963] Navy      Air Force Army      Air Force Army      Navy      Air Force
## [31970] Navy      Army      Air Force Air Force Navy      Army      Army     
## [31977] Army      Army      Army      Army      DLA       Navy      Other DoD
## [31984] DLA       Navy      Army      Air Force Army      Air Force Army     
## [31991] DLA       Navy      Other DoD Navy      Navy      Army      DLA      
## [31998] DLA       Air Force Air Force Air Force Navy      DLA       Navy     
## [32005] Navy      Air Force Air Force Air Force Army      Army      Air Force
## [32012] Army      Air Force Army      DLA       DLA       Army      Air Force
## [32019] Air Force Navy      Other DoD Other DoD Army      Air Force Army     
## [32026] Army      Air Force Army      Navy      Air Force Army      Army     
## [32033] DLA       Navy      Navy      DLA       Navy      Army      Army     
## [32040] Navy      DLA       Army      Other DoD Other DoD Army      Other DoD
## [32047] DLA       DLA       Air Force Air Force Army      DLA       Army     
## [32054] Army      MDA       Army      Navy      Navy      Air Force Navy     
## [32061] Army      DLA       DLA       Air Force Army      Air Force Air Force
## [32068] Navy      Navy      DLA       DLA       Other DoD DLA       Navy     
## [32075] Army      Other DoD Navy      Air Force Army      Other DoD Air Force
## [32082] Army      DLA       Navy      Navy      Air Force Navy      Army     
## [32089] DLA       Army      DLA       Air Force Army      Army      Air Force
## [32096] Other DoD Army      Air Force DLA       Navy      Army      Army     
## [32103] Navy      Army      Army      Air Force Navy      Navy      Army     
## [32110] Navy      MDA       Navy      Navy      Army      Other DoD Other DoD
## [32117] Army      Navy      DLA       Army      Army      Other DoD DLA      
## [32124] Air Force Navy      Army      Navy      DLA       DLA       DLA      
## [32131] Air Force Other DoD Air Force Army      Navy      Navy      DLA      
## [32138] DLA       Army      Navy      DLA       Navy      Army      Air Force
## [32145] DLA       DLA       Army      Army      Other DoD Army      Other DoD
## [32152] Air Force DLA       Navy      Air Force Army      Navy      Air Force
## [32159] Army      Air Force DLA       Army      Air Force Army      DLA      
## [32166] Navy      Army      Air Force Army      Navy      Navy      Navy     
## [32173] Army      Army      DLA       Navy      Navy      Air Force Other DoD
## [32180] Navy      DLA       Air Force Army      Air Force Army      Army     
## [32187] DLA       Air Force Navy      Navy      Navy      Other DoD Army     
## [32194] Other DoD Army      DLA       Navy      Army      Air Force Air Force
## [32201] Navy      Army      Other DoD Army      Air Force Air Force Navy     
## [32208] Navy      Navy      Navy      Navy      Army      Army      Army     
## [32215] Army      Army      Other DoD Air Force DLA       Army      DLA      
## [32222] DLA       Army      Army      Army      Navy      Army      Army     
## [32229] Other DoD Navy      DLA       Navy      Other DoD DLA       Army     
## [32236] DLA       Army      Navy      Army      Army      DLA       Navy     
## [32243] Other DoD Army      Air Force DLA       Army      Navy      Navy     
## [32250] Navy      Air Force DLA       Navy      Navy      Air Force Navy     
## [32257] Other DoD Army      Air Force Navy      DLA       DLA       DLA      
## [32264] Navy      Navy      Air Force Other DoD Air Force Army      DLA      
## [32271] DLA       Air Force DLA       DLA       Other DoD Navy      Army     
## [32278] Other DoD Navy      Navy      Army      Army      Army      DLA      
## [32285] Navy      Other DoD Army      Air Force Air Force Army      Navy     
## [32292] Navy      Army      Army      Army      Navy      DLA       Navy     
## [32299] Navy      Army      Navy      Army      Navy      DLA       Navy     
## [32306] DLA       Other DoD DLA       DLA       Navy      DLA       Air Force
## [32313] Air Force Navy      Air Force Army      DLA       Air Force Navy     
## [32320] Navy      Army      Army      Navy      Navy      Navy      Air Force
## [32327] Army      Navy      DLA       Navy      Navy      Army      Navy     
## [32334] Other DoD Navy      Army      Other DoD Other DoD Navy      Navy     
## [32341] Air Force Navy      Navy      Other DoD Air Force DLA       Air Force
## [32348] Navy      Air Force Navy      Army      Navy      Army      DLA      
## [32355] DLA       Army      Army      DLA       Army      Air Force Army     
## [32362] Army      Other DoD DLA       Navy      Army      Army      Army     
## [32369] DLA       Other DoD Air Force Navy      Army      Navy      Navy     
## [32376] Navy      Army      Navy      DLA       Navy      Navy      Army     
## [32383] Army      DLA       Army      DLA       Navy      Army      Army     
## [32390] Air Force Navy      Army      Navy      Navy      Navy      DLA      
## [32397] DLA       Other DoD Air Force DLA       Navy      Army      Army     
## [32404] Air Force Navy      DLA       Navy      Air Force Army      DLA      
## [32411] Army      Navy      Air Force DLA       Army      Air Force Army     
## [32418] Navy      Air Force Navy      DLA       Navy      Army      Navy     
## [32425] DLA       Army      DLA       Navy      Army      Army      Army     
## [32432] DLA       Other DoD Army      Army      DLA       Army      DLA      
## [32439] Army      Air Force Army      Navy      DLA       Army      Army     
## [32446] Navy      Army      Air Force Army      Other DoD DLA       Navy     
## [32453] Army      DLA       Navy      Army      Air Force Army      Air Force
## [32460] Army      Air Force Other DoD Army      Army      Other DoD Navy     
## [32467] Air Force Air Force Army      Air Force Army      Other DoD Navy     
## [32474] Navy      Navy      Air Force Air Force Navy      Navy      DLA      
## [32481] DLA       Army      Army      Navy      Navy      Navy      Air Force
## [32488] Air Force Army      Navy      Army      Air Force Navy      Army     
## [32495] Army      Army      Army      Air Force Navy      Navy      Navy     
## [32502] Other DoD DLA       Navy      Navy      Navy      Other DoD DLA      
## [32509] Navy      Army      Army      Navy      Other DoD Army      Army     
## [32516] Army      Navy      Navy      Army      Army      DLA       Air Force
## [32523] Other DoD Army      Air Force Air Force DLA       Air Force Navy     
## [32530] DLA       Navy      Navy      Army      DLA       DLA       Army     
## [32537] Navy      Army      Air Force Air Force Army      Air Force Army     
## [32544] DLA       Other DoD Other DoD DLA       Air Force Other DoD Army     
## [32551] DLA       Navy      Navy      Army      Army      Air Force Army     
## [32558] Other DoD Navy      Other DoD Navy      Air Force Other DoD Navy     
## [32565] Navy      Army      Army      Navy      Air Force Army      DLA      
## [32572] Army      Other DoD Air Force Navy      Navy      Other DoD Navy     
## [32579] Other DoD Navy      Army      Army      Army      Other DoD DLA      
## [32586] Air Force Navy      DLA       Army      Army      Army      Army     
## [32593] Navy      Navy      Army      Other DoD Navy      Air Force Navy     
## [32600] DLA       Army      Army      Army      Navy      Air Force Army     
## [32607] Navy      Army      Navy      Air Force Air Force Army      Other DoD
## [32614] Air Force Army      Army      Other DoD Army      Army      Other DoD
## [32621] DLA       Air Force Army      Navy      Army      Army      Army     
## [32628] Army      Other DoD DLA       Army      Army      Army      Army     
## [32635] Other DoD Navy      Other DoD Army      Air Force Army      DLA      
## [32642] Navy      DLA       Navy      Army      Air Force Air Force Army     
## [32649] Army      DLA       Navy      Navy      DLA       DLA       DLA      
## [32656] Navy      Air Force Navy      Army      Army      DLA       DLA      
## [32663] Air Force Army      Army      Other DoD Air Force Army      Army     
## [32670] Air Force Other DoD Army      Navy      DLA       Navy      Air Force
## [32677] DLA       Army      Air Force Army      Air Force Army      Navy     
## [32684] Army      DLA       Other DoD Army      DLA       Army      Other DoD
## [32691] Army      DLA       Army      DLA       Navy      Air Force Navy     
## [32698] Army      Navy      DLA       Army      Navy      Army      Air Force
## [32705] Army      DLA       Army      Air Force Air Force DLA       Army     
## [32712] DLA       DLA       Navy      Navy      Navy      DLA       DLA      
## [32719] Navy      Air Force Air Force Air Force Navy      Army      Other DoD
## [32726] Navy      Other DoD Army      Air Force Other DoD Army      Army     
## [32733] DLA       Army      Army      DLA       Army      Air Force Navy     
## [32740] Navy      Army      DLA       Army      Air Force Army      Army     
## [32747] Army      Army      Army      DLA       Navy      Other DoD Navy     
## [32754] Army      Navy      Air Force Navy      Navy      DLA       Army     
## [32761] Other DoD Air Force DLA       Army      Other DoD Air Force Air Force
## [32768] Air Force Air Force DLA       Other DoD Navy      Army      Army     
## [32775] Navy      Army      Army      Navy      Navy      Other DoD Army     
## [32782] Other DoD DLA       Air Force Army      DLA       Navy      Army     
## [32789] DLA       Army      Other DoD MDA       Air Force DLA       Air Force
## [32796] Other DoD Army      Army      Army      Army      Army      Navy     
## [32803] Army      Navy      Army      DLA       Army      Air Force Other DoD
## [32810] Navy      DLA       Air Force Other DoD Other DoD Army      DLA      
## [32817] DLA       Navy      DLA       Air Force DLA       DLA       Army     
## [32824] Air Force Navy      Army      Army      Air Force DLA       Navy     
## [32831] Army      Navy      Air Force Army      Navy      Army      Air Force
## [32838] DLA       Army      Air Force Army      DLA       Air Force DLA      
## [32845] Navy      Army      Other DoD DLA       Other DoD Other DoD DLA      
## [32852] Air Force Other DoD Army      Army      Other DoD DLA       Other DoD
## [32859] Other DoD Air Force Navy      Navy      DLA       Air Force Army     
## [32866] Army      Air Force Army      DLA       Army      Army      Navy     
## [32873] Army      Navy      DLA       DLA       Army      Army      Air Force
## [32880] Army      Other DoD Air Force Air Force Navy      Air Force Army     
## [32887] Army      Air Force Army      DLA       DLA       Navy      MDA      
## [32894] DLA       Navy      Army      Army      Army      Army      Navy     
## [32901] DLA       Navy      Other DoD Navy      Navy      Navy      Army     
## [32908] Navy      Navy      DLA       Navy      Army      Other DoD Army     
## [32915] Air Force Navy      Army      Army      Army      Air Force Navy     
## [32922] Army      Air Force Army      Navy      Army      Navy      Navy     
## [32929] Navy      Air Force Navy      Navy      DLA       Army      DLA      
## [32936] Air Force Army      Army      DLA       Army      Army      Army     
## [32943] Navy      Other DoD Other DoD Army      Navy      Navy      Other DoD
## [32950] Army      Air Force Army      Navy      Navy      Navy      Navy     
## [32957] Army      Navy      Navy      Navy      Army      Army      Army     
## [32964] Army      Army      Navy      Army      Navy      Army      Army     
## [32971] Army      Other DoD Army      DLA       Other DoD DLA       Navy     
## [32978] Army      Navy      Navy      Navy      Air Force Air Force Navy     
## [32985] Army      Air Force Army      Air Force Air Force DLA       Air Force
## [32992] Air Force Army      Air Force Air Force Army      Navy      Navy     
## [32999] DLA       DLA       Other DoD Navy      DLA       Air Force Navy     
## [33006] Navy      Air Force Navy      DLA       Army      Other DoD DLA      
## [33013] Navy      Air Force DLA       DLA       Other DoD MDA       Army     
## [33020] Army      Navy      Air Force Army      Air Force Navy      Other DoD
## [33027] Air Force Other DoD Other DoD DLA       Army      Army      Army     
## [33034] Other DoD DLA       DLA       DLA       Army      Other DoD Navy     
## [33041] Navy      DLA       Army      Air Force Air Force Air Force Army     
## [33048] DLA       Air Force Navy      Army      Navy      Navy      Army     
## [33055] DLA       DLA       Air Force Army      Army      Army      Other DoD
## [33062] Air Force Army      DLA       Other DoD Air Force Army      Navy     
## [33069] Navy      DLA       Army      Navy      Air Force Navy      Other DoD
## [33076] DLA       Army      Army      Navy      Air Force Other DoD Navy     
## [33083] Navy      Other DoD Navy      Army      DLA       Navy      Army     
## [33090] Navy      Navy      Army      Other DoD Navy      Air Force Navy     
## [33097] Navy      Army      Other DoD Other DoD DLA       Army      Navy     
## [33104] Navy      DLA       Air Force Navy      DLA       Navy      Navy     
## [33111] Navy      DLA       Army      Army      Other DoD Air Force Army     
## [33118] DLA       Air Force Air Force DLA       Navy      Air Force DLA      
## [33125] DLA       Navy      DLA       Other DoD DLA       Navy      Navy     
## [33132] Navy      Navy      Army      Navy      Other DoD DLA       Army     
## [33139] Navy      DLA       Air Force Navy      Air Force Army      DLA      
## [33146] Air Force DLA       Navy      Army      Air Force DLA       Navy     
## [33153] Navy      Air Force Army      Army      Air Force Navy      Navy     
## [33160] Army      DLA       Air Force Air Force Army      Other DoD Army     
## [33167] DLA       Navy      Army      DLA       Army      Other DoD Navy     
## [33174] Other DoD Air Force Army      Army      Other DoD Air Force Navy     
## [33181] Army      Air Force Army      DLA       DLA       DLA       Air Force
## [33188] Army      DLA       Navy      Navy      Army      Navy      Army     
## [33195] Army      Navy      Navy      Air Force Navy      Navy      Navy     
## [33202] DLA       Navy      Navy      Navy      DLA       Air Force Army     
## [33209] Navy      Army      Air Force Air Force DLA       Other DoD Other DoD
## [33216] Army      Navy      Navy      Navy      DLA       DLA       Navy     
## [33223] Navy      Other DoD Air Force Army      Air Force Air Force Navy     
## [33230] Navy      Army      Army      Army      DLA       Air Force Army     
## [33237] Army      Navy      Army      Air Force Air Force Army      Army     
## [33244] Army      Army      Navy      Navy      Navy      Army      Army     
## [33251] Army      Army      Air Force Air Force Air Force Air Force DLA      
## [33258] Navy      DLA       Air Force Army      DLA       Army      Army     
## [33265] Other DoD DLA       Other DoD Army      Army      Army      Army     
## [33272] DLA       Air Force Air Force Army      Navy      DLA       Army     
## [33279] Other DoD Navy      Air Force Army      DLA       DLA       DLA      
## [33286] Other DoD Other DoD Navy      Air Force Navy      Army      Army     
## [33293] DLA       Army      Other DoD Navy      Air Force DLA       Army     
## [33300] Navy      Air Force DLA       DLA       Army      DLA       Other DoD
## [33307] DLA       Navy      Navy      Army      Navy      Army      Air Force
## [33314] DLA       DLA       Army      Army      Other DoD Air Force Navy     
## [33321] DLA       Air Force DLA       Other DoD Navy      Navy      Army     
## [33328] DLA       MDA       Other DoD Army      Army      Navy      Army     
## [33335] Navy      Army      Air Force Navy      DLA       Army      Army     
## [33342] Navy      Navy      Army      Navy      Air Force Army      Air Force
## [33349] Army      DLA       DLA       Army      Navy      Air Force Navy     
## [33356] Navy      Other DoD DLA       Navy      Navy      Army      DLA      
## [33363] DLA       DLA       Air Force Army      Navy      Air Force Army     
## [33370] Navy      Navy      Other DoD DLA       Army      Other DoD Navy     
## [33377] Air Force Navy      Navy      Other DoD Army      Army      Army     
## [33384] Air Force Other DoD Other DoD DLA       Navy      Navy      Air Force
## [33391] Air Force Army      DLA       Navy      Army      Other DoD Air Force
## [33398] DLA       Air Force Army      Air Force Army      Navy      DLA      
## [33405] Navy      Air Force Air Force Navy      DLA       Air Force Army     
## [33412] Navy      DLA       Army      Navy      Army      Air Force Navy     
## [33419] Air Force DLA       Air Force Other DoD Army      DLA       Navy     
## [33426] Air Force DLA       Army      Navy      Other DoD Air Force Navy     
## [33433] Army      DLA       Other DoD DLA       DLA       Air Force Army     
## [33440] Other DoD Navy      Navy      Army      Navy      Other DoD Air Force
## [33447] Army      Navy      Army      DLA       DLA       Air Force Army     
## [33454] Navy      DLA       Air Force DLA       Army      Navy      Army     
## [33461] Army      Army      Army      Army      Army      Navy      Army     
## [33468] Army      Navy      Army      Other DoD Navy      Air Force Navy     
## [33475] DLA       Army      Army      DLA       Navy      Army      Army     
## [33482] Navy      Air Force Army      Army      Air Force Army      Army     
## [33489] Other DoD Army      DLA       Navy      Navy      Navy      Navy     
## [33496] Navy      DLA       Navy      Navy      Air Force Army      Air Force
## [33503] DLA       Air Force Army      Army      Army      Navy      Navy     
## [33510] Other DoD Army      Navy      Air Force Other DoD Navy      Air Force
## [33517] Navy      Army      DLA       Air Force Army      Army      Air Force
## [33524] DLA       Army      Other DoD Navy      Army      Navy      Army     
## [33531] Other DoD Army      Navy      Navy      Army      Army      Air Force
## [33538] DLA       Other DoD Navy      Army      Army      Air Force Navy     
## [33545] Navy      Other DoD Army      Air Force Army      Navy      DLA      
## [33552] Army      Navy      Army      Air Force Army      Navy      Army     
## [33559] Navy      Other DoD Navy      Air Force Navy      Air Force DLA      
## [33566] Navy      MDA       Other DoD Navy      DLA       Navy      Air Force
## [33573] Navy      Army      Navy      Air Force Navy      Army      Army     
## [33580] Navy      DLA       Navy      Air Force Army      Army      Navy     
## [33587] Air Force Army      MDA       Army      DLA       DLA       Air Force
## [33594] Other DoD Navy      DLA       Navy      Army      Navy      Army     
## [33601] DLA       Army      Army      Army      Army      Army      Army     
## [33608] Navy      Air Force Army      DLA       Navy      DLA       Army     
## [33615] Army      Navy      Army      Other DoD Air Force Navy      DLA      
## [33622] Navy      Navy      DLA       Other DoD Army      Army      Navy     
## [33629] Air Force DLA       Air Force Army      DLA       Navy      DLA      
## [33636] Army      Army      Army      Army      Army      DLA       DLA      
## [33643] Army      Army      DLA       Navy      Army      Navy      Air Force
## [33650] Navy      Army      Air Force Navy      Air Force Other DoD Air Force
## [33657] Other DoD DLA       Air Force Navy      Army      Navy      DLA      
## [33664] Air Force DLA       Army      Army      Navy      Air Force Army     
## [33671] Air Force Navy      Air Force Army      Air Force Navy      Army     
## [33678] Navy      Army      Army      Other DoD Navy      Air Force Navy     
## [33685] Air Force Air Force Army      Army      Air Force MDA       DLA      
## [33692] Navy      Other DoD Army      DLA       Army      Other DoD Navy     
## [33699] DLA       Army      Army      Army      Navy      Navy      DLA      
## [33706] Other DoD Navy      Navy      Navy      Army      Army      Air Force
## [33713] Army      Army      DLA       DLA       Army      Navy      Air Force
## [33720] Navy      DLA       Army      Navy      Army      Army      Air Force
## [33727] Army      Army      Air Force Army      Other DoD Other DoD Army     
## [33734] Other DoD Army      Army      Army      Air Force Navy      Air Force
## [33741] Navy      Navy      Other DoD Army      Navy      Other DoD DLA      
## [33748] Navy      Army      Air Force Navy      Air Force Air Force Navy     
## [33755] Air Force Air Force DLA       Navy      Air Force DLA       Air Force
## [33762] Navy      Navy      Army      Army      DLA       Navy      Army     
## [33769] Navy      Air Force Navy      Air Force Army      Navy      Army     
## [33776] Army      Army      Army      Army      DLA       Army      Army     
## [33783] Army      Army      Army      Army      Navy      Army      Army     
## [33790] DLA       Air Force Air Force Army      Navy      Air Force Army     
## [33797] Other DoD Navy      Army      Army      Navy      Navy      Army     
## [33804] Navy      Army      Army      Army      Army      DLA       Army     
## [33811] Navy      Air Force Navy      Navy      Navy      Army      Other DoD
## [33818] Army      Air Force Other DoD Air Force Navy      Air Force Air Force
## [33825] Air Force Army      Army      Army      DLA       Navy      Navy     
## [33832] Army      Army      Army      Other DoD Air Force Air Force Navy     
## [33839] Navy      Army      Air Force DLA       DLA       Navy      Army     
## [33846] Air Force Air Force DLA       Navy      Air Force Air Force DLA      
## [33853] Army      Air Force Navy      Army      Army      Army      Navy     
## [33860] Army      Air Force Army      Navy      Air Force Army      Navy     
## [33867] Army      Air Force Other DoD Army      Navy      Army      Air Force
## [33874] Navy      DLA       Navy      Army      Army      DLA       Air Force
## [33881] Army      Navy      Navy      Army      Navy      Navy      Air Force
## [33888] Air Force Navy      Army      Air Force Army      Navy      Air Force
## [33895] Navy      Navy      Navy      Navy      Other DoD Air Force Navy     
## [33902] Army      Navy      DLA       Army      DLA       Army      DLA      
## [33909] Navy      Navy      Other DoD Other DoD Navy      Army      Navy     
## [33916] Navy      DLA       Navy      Other DoD Navy      Navy      Army     
## [33923] Army      Air Force Navy      Navy      Air Force Army      Army     
## [33930] Other DoD Air Force Air Force Army      Army      Army      Air Force
## [33937] Army      DLA       Navy      Other DoD DLA       Navy      Air Force
## [33944] Army      Army      Navy      Navy      DLA       DLA       Other DoD
## [33951] DLA       DLA       Army      Navy      Air Force DLA       Navy     
## [33958] Navy      Other DoD Army      Other DoD DLA       DLA       Navy     
## [33965] Navy      Navy      Navy      Army      MDA       Air Force DLA      
## [33972] Air Force Air Force Navy      Navy      Army      Air Force Army     
## [33979] Navy      DLA       Army      Army      Air Force Air Force MDA      
## [33986] Army      Navy      Navy      Navy      Air Force DLA       Navy     
## [33993] Navy      Navy      Air Force Navy      Other DoD Other DoD Navy     
## [34000] Army      Air Force DLA       Other DoD Army      Air Force Army     
## [34007] Army      Navy      DLA       Army      Navy      Army      Air Force
## [34014] Army      Army      DLA       Navy      Army      Army      Navy     
## [34021] Other DoD Army      Navy      Navy      DLA       Air Force Air Force
## [34028] Navy      DLA       DLA       Navy      Navy      Army      Air Force
## [34035] Army      Air Force Air Force Navy      DLA       DLA       Navy     
## [34042] Air Force Air Force Army      Army      Air Force Air Force Navy     
## [34049] Air Force Navy      DLA       Air Force Army      Army      Other DoD
## [34056] Army      DLA       Navy      Navy      Other DoD Air Force Navy     
## [34063] Army      Army      DLA       Navy      Air Force Army      Air Force
## [34070] Air Force Army      DLA       Navy      Navy      Navy      Navy     
## [34077] Navy      Navy      Air Force Army      Air Force Army      Air Force
## [34084] Navy      Air Force Navy      Air Force DLA       Other DoD Navy     
## [34091] Other DoD Air Force Navy      DLA       Navy      Navy      Army     
## [34098] DLA       Air Force Other DoD DLA       DLA       Navy      Air Force
## [34105] Army      Navy      Army      Navy      Air Force Other DoD DLA      
## [34112] Navy      Air Force Air Force Navy      DLA       Navy      Navy     
## [34119] Navy      Army      Navy      Navy      Other DoD Other DoD Navy     
## [34126] Navy      Air Force Navy      Army      Air Force Air Force Navy     
## [34133] Army      Army      Air Force DLA       Navy      Navy      Army     
## [34140] Air Force DLA       Air Force Navy      DLA       Navy      Army     
## [34147] Army      Air Force Air Force Army      DLA       Air Force Navy     
## [34154] Other DoD Navy      Air Force Air Force Navy      Navy      DLA      
## [34161] Navy      Navy      Army      Army      Army      DLA       DLA      
## [34168] Army      Other DoD DLA       Army      Air Force Air Force Navy     
## [34175] Other DoD DLA       Army      Air Force Army      Air Force Air Force
## [34182] Army      Navy      Air Force Air Force Navy      Air Force DLA      
## [34189] Air Force Navy      Air Force Air Force Navy      Army      Army     
## [34196] Navy      Army      DLA       Other DoD Army      Navy      Navy     
## [34203] Air Force Army      Army      Army      Army      Army      Air Force
## [34210] Other DoD Air Force MDA       Air Force Army      Other DoD Navy     
## [34217] Air Force DLA       Air Force Navy      DLA       Air Force Air Force
## [34224] Navy      Navy      Army      Navy      DLA       Navy      Air Force
## [34231] Navy      Army      Air Force Air Force Army      Navy      Navy     
## [34238] Army      Navy      Army      Navy      Army      Army      Navy     
## [34245] DLA       Army      Navy      Air Force Army      Army      DLA      
## [34252] Army      Navy      DLA       Army      Army      Navy      Navy     
## [34259] Army      Other DoD Navy      DLA       Army      Navy      Army     
## [34266] Army      DLA       Navy      Army      Army      Air Force Army     
## [34273] Air Force Navy      Navy      Navy      Air Force Army      Army     
## [34280] Air Force Army      Navy      Navy      Navy      Air Force Army     
## [34287] Air Force Army      Navy      Army      DLA       Army      DLA      
## [34294] Army      Other DoD Navy      Air Force Army      DLA       Army     
## [34301] Army      Army      Air Force Army      Navy      Other DoD DLA      
## [34308] Other DoD Navy      Navy      Navy      Air Force Army      Army     
## [34315] Air Force Army      Navy      Army      Navy      Navy      Navy     
## [34322] Army      Army      Army      DLA       Air Force Navy      Air Force
## [34329] Army      Other DoD Navy      DLA       DLA       DLA       Air Force
## [34336] Navy      Army      Army      Navy      Navy      Air Force Army     
## [34343] Other DoD Army      Army      Navy      Navy      DLA       Other DoD
## [34350] Navy      Army      Navy      Army      DLA       Army      Other DoD
## [34357] DLA       Army      Army      DLA       Navy      Army      Other DoD
## [34364] Army      Navy      Air Force Army      DLA       DLA       Navy     
## [34371] Navy      Army      Army      DLA       Other DoD DLA       Army     
## [34378] Army      Navy      Army      Navy      Army      Army      Navy     
## [34385] DLA       Army      Navy      Air Force DLA       Air Force Other DoD
## [34392] DLA       Air Force Navy      Army      Navy      Army      Other DoD
## [34399] Navy      Other DoD Other DoD DLA       Navy      DLA       Air Force
## [34406] Army      Army      DLA       Army      Army      Other DoD Army     
## [34413] Army      Navy      Army      Navy      DLA       Army      Army     
## [34420] Army      Army      Army      Air Force Other DoD Air Force Navy     
## [34427] Navy      DLA       Army      Navy      Air Force Other DoD DLA      
## [34434] Air Force Other DoD Air Force Navy      Air Force DLA       Army     
## [34441] Army      Army      Navy      Navy      Navy      Army      Air Force
## [34448] DLA       Navy      DLA       Army      Army      Army      Army     
## [34455] Army      Army      Army      Army      Army      Army      Army     
## [34462] Navy      Army      Army      Navy      Other DoD Army      Army     
## [34469] Army      Air Force DLA       Army      Navy      Navy      Army     
## [34476] Army      Army      Army      Army      Navy      Other DoD Other DoD
## [34483] Army      Navy      Army      DLA       Air Force Navy      Army     
## [34490] Navy      Air Force Navy      Other DoD DLA       Navy      Air Force
## [34497] Air Force Army      Air Force Army      Navy      Army      Army     
## [34504] Navy      Army      Army      Air Force Army      Navy      Army     
## [34511] Air Force DLA       Air Force Army      Army      DLA       Army     
## [34518] Army      Navy      Air Force Navy      Air Force DLA       Army     
## [34525] DLA       Navy      Army      Army      Army      Air Force Navy     
## [34532] Air Force Air Force Navy      DLA       Air Force Army      Army     
## [34539] Army      Other DoD Navy      Navy      Navy      Other DoD Other DoD
## [34546] Navy      Army      Air Force DLA       Navy      Army      Air Force
## [34553] Navy      DLA       DLA       Other DoD Navy      DLA       Army     
## [34560] Air Force DLA       Navy      Other DoD Army      DLA       Navy     
## [34567] Navy      Army      Army      Navy      Navy      Army      Air Force
## [34574] Navy      Navy      Navy      Army      DLA       Army      Air Force
## [34581] DLA       Air Force Air Force Navy      Air Force Army      Army     
## [34588] Army      Army      Army      Air Force DLA       Navy      Navy     
## [34595] Army      Air Force Army      Army      Air Force Army      Air Force
## [34602] Air Force Other DoD Army      Navy      DLA       Army      DLA      
## [34609] DLA       Air Force Navy      Army      Army      Navy      DLA      
## [34616] DLA       Army      Army      Army      Army      DLA       Air Force
## [34623] Army      Navy      Air Force Air Force Army      Army      Air Force
## [34630] Other DoD Air Force Air Force Army      Navy      Other DoD Navy     
## [34637] Army      DLA       DLA       Navy      Other DoD Army      Other DoD
## [34644] Army      Navy      Other DoD Air Force Air Force Navy      Navy     
## [34651] DLA       Navy      DLA       DLA       Other DoD Other DoD DLA      
## [34658] Other DoD Other DoD Navy      DLA       Navy      Air Force Navy     
## [34665] Air Force Army      Army      Army      Navy      Navy      Navy     
## [34672] Navy      Navy      Navy      Navy      DLA       Navy      DLA      
## [34679] Navy      Air Force Other DoD Army      Army      Army      DLA      
## [34686] Army      Army      Army      Navy      Other DoD Navy      Army     
## [34693] Army      DLA       Navy      Army      Navy      Other DoD Army     
## [34700] Air Force Army      Navy      Air Force Army      Army      Other DoD
## [34707] Navy      Navy      DLA       Air Force Army      DLA       Army     
## [34714] Navy      Other DoD DLA       Navy      DLA       Navy      Army     
## [34721] DLA       Army      Army      Navy      Navy      Air Force Army     
## [34728] Navy      Air Force Air Force Navy      Army      Other DoD Air Force
## [34735] Air Force Army      Navy      Navy      DLA       Navy      Air Force
## [34742] Army      Air Force Army      Army      Navy      DLA       Army     
## [34749] Air Force Other DoD Army      Air Force Army      Army      Air Force
## [34756] DLA       DLA       DLA       Navy      Army      Air Force Army     
## [34763] Air Force Army      DLA       Other DoD Navy      Army      DLA      
## [34770] Air Force Other DoD DLA       Other DoD DLA       Air Force Navy     
## [34777] Navy      DLA       Army      Army      Army      Other DoD Army     
## [34784] Navy      Army      Navy      Army      Other DoD Army      Navy     
## [34791] Navy      Army      Navy      DLA       Army      Army      Army     
## [34798] Air Force Army      Air Force Navy      Army      Other DoD Army     
## [34805] Army      Army      MDA       Army      Other DoD Army      Air Force
## [34812] Air Force Navy      Air Force Navy      Navy      DLA       Navy     
## [34819] Air Force Air Force Air Force Air Force Navy      Air Force Navy     
## [34826] Air Force Other DoD Navy      Navy      Navy      Navy      Navy     
## [34833] Navy      Army      Army      Army      Navy      Air Force Army     
## [34840] Navy      Other DoD Army      DLA       Navy      Navy      Navy     
## [34847] Navy      Air Force Army      Air Force Navy      Army      Navy     
## [34854] Army      Navy      Army      Other DoD Army      Other DoD Army     
## [34861] Army      Navy      Navy      Navy      Other DoD DLA       Navy     
## [34868] Army      Navy      Navy      DLA       DLA       DLA       Army     
## [34875] DLA       Navy      DLA       Other DoD DLA       Army      Air Force
## [34882] Army      Air Force Army      Navy      Other DoD Army      Air Force
## [34889] Army      DLA       Air Force Army      Army      Army      Air Force
## [34896] Navy      Navy      Other DoD Army      Army      DLA       Navy     
## [34903] Navy      Air Force Army      Army      Navy      Other DoD Other DoD
## [34910] Army      Navy      Air Force Army      Navy      Air Force Navy     
## [34917] Army      Navy      Army      DLA       Army      Army      Other DoD
## [34924] Navy      Navy      Army      Air Force Army      DLA       Air Force
## [34931] Air Force Air Force Army      Other DoD DLA       Army      Army     
## [34938] Army      Air Force DLA       Navy      Air Force Navy      Navy     
## [34945] Air Force Army      Army      Army      Navy      DLA       Army     
## [34952] Air Force Air Force Navy      Navy      Other DoD DLA       Air Force
## [34959] Navy      Army      Navy      Other DoD Navy      Army      Air Force
## [34966] Navy      Air Force Army      Army      DLA       Navy      Other DoD
## [34973] Air Force Other DoD Other DoD Navy      Army      Navy      DLA      
## [34980] Navy      Air Force Other DoD Air Force Air Force DLA       Army     
## [34987] Army      Army      Army      Air Force DLA       Navy      Army     
## [34994] Army      DLA       DLA       Navy      Navy      Other DoD Army     
## [35001] Navy      Navy      Navy      Air Force Army      Army      Other DoD
## [35008] Other DoD Other DoD Army      Other DoD Air Force Navy      Army     
## [35015] Army      MDA       Army      DLA       DLA       Army      Navy     
## [35022] Air Force Air Force Army      Army      Other DoD Other DoD Navy     
## [35029] Army      Navy      Navy      Air Force Air Force Air Force Air Force
## [35036] Other DoD Air Force Army      Air Force DLA       DLA       Navy     
## [35043] Navy      Army      Army      Navy      Navy      DLA       Navy     
## [35050] Navy      Navy      Army      Air Force Army      Air Force Other DoD
## [35057] Other DoD Air Force Army      Army      Air Force Navy      Navy     
## [35064] DLA       Air Force Army      Navy      Navy      Army      Navy     
## [35071] Air Force Army      Air Force Navy      Army      Army      Army     
## [35078] DLA       Air Force Army      Army      DLA       DLA       DLA      
## [35085] Army      Air Force Army      Army      Army      Other DoD Army     
## [35092] DLA       Air Force Navy      DLA       Navy      Other DoD DLA      
## [35099] Army      Navy      Army      Navy      Navy      MDA       Air Force
## [35106] Air Force Navy      Air Force DLA       Army      Air Force Air Force
## [35113] Other DoD Air Force Navy      DLA       DLA       Army      Army     
## [35120] DLA       Army      Navy      Navy      Navy      Air Force Army     
## [35127] Navy      DLA       Army      Navy      Army      DLA       Army     
## [35134] Air Force Army      Navy      Army      Navy      Army      Army     
## [35141] Navy      Army      DLA       Army      Army      DLA       Navy     
## [35148] DLA       DLA       Navy      Army      Navy      Air Force DLA      
## [35155] Navy      Air Force Air Force Other DoD DLA       Army      Army     
## [35162] Army      Air Force Air Force Navy      Army      Navy      DLA      
## [35169] Navy      Air Force Other DoD Navy      Navy      Other DoD DLA      
## [35176] DLA       Army      Army      Army      Air Force Navy      Army     
## [35183] DLA       Army      Other DoD Army      Air Force Navy      Navy     
## [35190] Other DoD Air Force Army      Other DoD Army      Army      Other DoD
## [35197] Army      Navy      Navy      Air Force Air Force Air Force Air Force
## [35204] Army      MDA       Air Force Air Force DLA       Air Force Army     
## [35211] DLA       Army      Navy      Navy      Army      Air Force Other DoD
## [35218] Air Force Navy      DLA       Navy      Navy      Navy      DLA      
## [35225] Navy      Other DoD Army      Army      Navy      Navy      Air Force
## [35232] Army      Navy      DLA       DLA       Navy      DLA       Other DoD
## [35239] DLA       Army      DLA       Army      Army      Navy      Air Force
## [35246] Navy      Army      Air Force Air Force Army      Air Force Navy     
## [35253] Army      Army      Navy      Navy      Air Force Army      Army     
## [35260] DLA       Army      Army      Air Force Other DoD Air Force DLA      
## [35267] Other DoD Air Force Navy      Navy      Navy      Air Force Navy     
## [35274] Navy      Other DoD Army      Army      Navy      Air Force Other DoD
## [35281] Navy      Navy      Navy      Navy      Air Force Navy      Army     
## [35288] Navy      Army      Navy      Navy      Army      Air Force Army     
## [35295] Navy      DLA       Navy      Other DoD DLA       Navy      Other DoD
## [35302] Air Force DLA       Air Force Navy      Army      Army      DLA      
## [35309] Navy      Navy      Army      Other DoD Army      Air Force Navy     
## [35316] Navy      Navy      Army      Navy      Air Force Air Force MDA      
## [35323] Army      Navy      Navy      Army      Navy      Navy      Army     
## [35330] Air Force Air Force Air Force DLA       Other DoD Navy      Army     
## [35337] Other DoD Army      Army      Navy      Air Force Navy      Other DoD
## [35344] DLA       DLA       Navy      DLA       Air Force Navy      Navy     
## [35351] Navy      Navy      Army      Air Force DLA       Navy      Navy     
## [35358] Air Force Army      Air Force DLA       Navy      DLA       Other DoD
## [35365] Navy      Army      Air Force DLA       Navy      Army      Army     
## [35372] Air Force Navy      DLA       DLA       Army      Navy      Other DoD
## [35379] Air Force Army      Navy      Army      Other DoD Other DoD Navy     
## [35386] DLA       Army      Air Force Navy      Air Force Navy      Air Force
## [35393] Army      Navy      Navy      Navy      Navy      Air Force Other DoD
## [35400] DLA       Air Force Air Force Navy      Army      Navy      Army     
## [35407] Army      DLA       Other DoD Air Force Navy      Other DoD Air Force
## [35414] DLA       Air Force Air Force DLA       DLA       Air Force Army     
## [35421] Navy      Navy      Army      Navy      Air Force Army      Other DoD
## [35428] Army      DLA       Navy      Army      Navy      DLA       Army     
## [35435] Air Force Other DoD Army      DLA       Navy      Navy      Air Force
## [35442] Air Force Navy      Other DoD DLA       Navy      Army      Army     
## [35449] Air Force Army      Air Force Navy      Other DoD Army      Other DoD
## [35456] Air Force DLA       DLA       DLA       Navy      Navy      Army     
## [35463] Navy      Army      Army      Air Force DLA       Army      Army     
## [35470] Navy      Army      DLA       DLA       DLA       Air Force Air Force
## [35477] Army      Navy      Air Force Other DoD Navy      DLA       Army     
## [35484] Navy      Army      Army      Air Force Navy      Air Force Army     
## [35491] Army      Air Force Navy      Air Force Air Force DLA       Navy     
## [35498] Navy      Air Force Navy      DLA       Army      Navy      Army     
## [35505] DLA       Army      Navy      Air Force Air Force Army      Other DoD
## [35512] Other DoD DLA       Navy      Army      Army      Other DoD Army     
## [35519] Army      Navy      DLA       Army      Army      DLA       DLA      
## [35526] Other DoD Army      Other DoD Navy      Army      Army      Army     
## [35533] Army      Navy      Army      Navy      DLA       Air Force DLA      
## [35540] Army      Army      Navy      Air Force DLA       Army      Navy     
## [35547] Navy      Air Force Navy      Army      DLA       Air Force Army     
## [35554] Navy      Army      DLA       Army      Other DoD Army      Army     
## [35561] Army      Air Force Navy      Air Force Navy      Army      Air Force
## [35568] Navy      Army      Navy      Other DoD DLA       Air Force Navy     
## [35575] Navy      Other DoD Air Force Navy      Army      Navy      Navy     
## [35582] Navy      Army      Air Force Army      Navy      Navy      Army     
## [35589] DLA       Navy      Army      DLA       Navy      Army      Navy     
## [35596] Air Force Air Force Navy      Army      Air Force Navy      Army     
## [35603] Army      Navy      Navy      Navy      Air Force DLA       Navy     
## [35610] DLA       Other DoD Navy      Army      DLA       DLA       Air Force
## [35617] Army      Navy      Navy      Air Force DLA       DLA       Air Force
## [35624] Air Force Army      Army      Navy      Air Force Army      Other DoD
## [35631] Air Force Air Force Navy      Army      Air Force Other DoD Army     
## [35638] Air Force DLA       Navy      Army      Army      Army      Navy     
## [35645] Navy      Air Force Navy      Navy      Other DoD Other DoD Army     
## [35652] Navy      DLA       Air Force Army      Army      Navy      DLA      
## [35659] Navy      Other DoD Army      Air Force Air Force Air Force DLA      
## [35666] Army      Army      Navy      Air Force Navy      Army      Other DoD
## [35673] Air Force Navy      DLA       Army      Air Force Navy      Air Force
## [35680] Navy      Other DoD Air Force Navy      Army      DLA       Navy     
## [35687] DLA       Army      Other DoD Air Force Other DoD Air Force Navy     
## [35694] Army      Navy      Army      Army      Air Force Other DoD DLA      
## [35701] Navy      Army      Air Force DLA       Navy      Air Force Air Force
## [35708] Air Force Air Force Army      Navy      DLA       Army      Navy     
## [35715] DLA       Air Force Navy      Army      Navy      Navy      Army     
## [35722] Navy      Army      Navy      Army      Air Force Air Force Other DoD
## [35729] Army      Army      Navy      Army      DLA       DLA       Other DoD
## [35736] DLA       Other DoD Air Force Army      Navy      Navy      Army     
## [35743] Army      DLA       DLA       Air Force Army      Air Force DLA      
## [35750] Army      Air Force Air Force DLA       Army      DLA       Army     
## [35757] Other DoD Air Force Army      Army      Air Force Army      Navy     
## [35764] Army      Army      DLA       Navy      Other DoD Army      Army     
## [35771] Army      Army      Air Force Other DoD Army      Navy      Army     
## [35778] Navy      Other DoD DLA       Army      Navy      Navy      Navy     
## [35785] Air Force DLA       Air Force Air Force Army      Army      Navy     
## [35792] Navy      Air Force Army      Army      Air Force Navy      Army     
## [35799] Air Force Navy      Other DoD Navy      Navy      Other DoD Other DoD
## [35806] DLA       DLA       Air Force Army      Air Force DLA       Other DoD
## [35813] Air Force Navy      Army      Other DoD Army      DLA       Army     
## [35820] Air Force Navy      Army      Army      Other DoD DLA       Air Force
## [35827] Other DoD Army      DLA       Air Force Air Force Army      Other DoD
## [35834] Air Force Army      Navy      Army      Army      Navy      Navy     
## [35841] Army      Other DoD DLA       Army      Navy      Navy      Navy     
## [35848] DLA       Navy      Army      Army      Army      Other DoD Army     
## [35855] DLA       Army      Army      DLA       DLA       Navy      Army     
## [35862] Army      Air Force Navy      Navy      DLA       Air Force Navy     
## [35869] DLA       Army      Other DoD Other DoD Army      Other DoD DLA      
## [35876] Army      Navy      Air Force DLA       Navy      Army      DLA      
## [35883] Navy      Army      Army      Army      DLA       Other DoD Navy     
## [35890] Army      DLA       Air Force DLA       Army      Navy      Army     
## [35897] Air Force Army      Army      DLA       Air Force DLA       Air Force
## [35904] DLA       Army      Other DoD DLA       DLA       Army      Air Force
## [35911] Navy      Army      Navy      Navy      Navy      Army      Navy     
## [35918] Army      Navy      DLA       Army      DLA       Air Force Air Force
## [35925] Air Force Navy      Other DoD Navy      Army      Navy      Army     
## [35932] DLA       DLA       Navy      Navy      Navy      Navy      DLA      
## [35939] Army      DLA       Army      Army      Army      Navy      Army     
## [35946] Army      Navy      Navy      Air Force DLA       Air Force Army     
## [35953] Navy      Army      Navy      Army      DLA       DLA       DLA      
## [35960] Navy      Air Force Air Force Navy      Army      Air Force Army     
## [35967] Navy      Other DoD Other DoD Air Force DLA       Navy      Other DoD
## [35974] DLA       Other DoD DLA       Navy      Air Force Navy      DLA      
## [35981] Air Force Other DoD DLA       Army      Navy      DLA       Air Force
## [35988] Navy      Navy      Army      Army      Navy      Air Force Air Force
## [35995] Air Force Army      Army      Navy      Navy      Other DoD Army     
## [36002] Navy      Navy      Army      Air Force Navy      Navy      Army     
## [36009] Army      Navy      DLA       Other DoD DLA       Other DoD Air Force
## [36016] DLA       Other DoD Navy      Army      Navy      Navy      Air Force
## [36023] Navy      MDA       Army      Navy      Army      Army      Army     
## [36030] Army      Air Force Army      Army      Army      Army      Navy     
## [36037] Army      DLA       DLA       DLA       DLA       Air Force Other DoD
## [36044] Army      Navy      Army      Navy      DLA       MDA       Army     
## [36051] Navy      Other DoD Army      DLA       Air Force Army      Navy     
## [36058] Other DoD Navy      DLA       Army      Other DoD DLA       Other DoD
## [36065] Navy      Air Force Army      Army      Navy      Other DoD Army     
## [36072] Navy      Army      Army      Air Force DLA       DLA       Navy     
## [36079] Army      Army      Other DoD Navy      Other DoD Air Force Other DoD
## [36086] Navy      DLA       Navy      Navy      Air Force Air Force Navy     
## [36093] Navy      Army      DLA       Air Force Air Force Army      Army     
## [36100] Other DoD DLA       Other DoD Other DoD Army      Air Force Navy     
## [36107] Navy      Navy      Army      Army      Army      Air Force Navy     
## [36114] Other DoD Other DoD Air Force Navy      Air Force Air Force Army     
## [36121] Air Force Navy      Navy      Navy      Army      Army      DLA      
## [36128] Army      Air Force Army      Other DoD Army      Air Force Army     
## [36135] Air Force Navy      Air Force Navy      DLA       Army      Air Force
## [36142] Air Force Army      Navy      Navy      Air Force Army      Army     
## [36149] DLA       Air Force Air Force Army      DLA       Army      Navy     
## [36156] Air Force Army      Air Force Air Force Air Force Army      Army     
## [36163] Army      Navy      Air Force DLA       Air Force Air Force Army     
## [36170] Navy      Navy      Army      Air Force DLA       DLA       Air Force
## [36177] Army      Air Force Army      Other DoD Army      Army      Army     
## [36184] Navy      Other DoD Navy      Army      Air Force Army      Other DoD
## [36191] DLA       Other DoD Air Force DLA       DLA       Army      Navy     
## [36198] Navy      Air Force DLA       Army      Army      Army      Army     
## [36205] DLA       Navy      Navy      Navy      Navy      Navy      Navy     
## [36212] Navy      Air Force Navy      DLA       Army      Navy      Other DoD
## [36219] Navy      MDA       Air Force Air Force Other DoD Other DoD Army     
## [36226] Air Force Army      Other DoD Army      Army      Army      DLA      
## [36233] Air Force DLA       DLA       Air Force Navy      Army      DLA      
## [36240] Army      DLA       Army      Army      Navy      Navy      Army     
## [36247] Army      Navy      Navy      Air Force Navy      Navy      Navy     
## [36254] Other DoD Air Force DLA       Army      Navy      DLA       Army     
## [36261] Navy      Army      DLA       Navy      Army      Other DoD Army     
## [36268] DLA       Army      Army      Navy      Air Force Navy      Army     
## [36275] Other DoD Other DoD Navy      Army      Navy      Air Force Army     
## [36282] DLA       Navy      Army      DLA       Other DoD DLA       Air Force
## [36289] Air Force Air Force Air Force Navy      Navy      DLA       Air Force
## [36296] Other DoD Navy      Navy      DLA       DLA       Navy      Navy     
## [36303] DLA       Army      DLA       Navy      Air Force Army      Army     
## [36310] DLA       Air Force Army      DLA       Army      Air Force Air Force
## [36317] DLA       Navy      Navy      Other DoD Air Force Other DoD Army     
## [36324] Army      Other DoD Air Force Air Force Army      Navy      Army     
## [36331] Navy      Army      Air Force Army      Navy      Army      Army     
## [36338] Other DoD Army      Army      Air Force Army      Navy      Air Force
## [36345] Army      Navy      Army      Navy      Air Force Air Force Army     
## [36352] Army      Army      Army      Other DoD Navy      DLA       Navy     
## [36359] Army      Navy      Air Force Air Force Army      Navy      DLA      
## [36366] Army      DLA       Army      DLA       DLA       Army      Army     
## [36373] Other DoD Army      Army      Army      Navy      Air Force DLA      
## [36380] Army      Navy      Other DoD Air Force DLA       Air Force Navy     
## [36387] DLA       Air Force DLA       Navy      Other DoD DLA       Air Force
## [36394] Other DoD Navy      DLA       Army      Navy      Navy      Army     
## [36401] Navy      Army      Army      Navy      Navy      Navy      Other DoD
## [36408] Other DoD Air Force Navy      Navy      Navy      Other DoD DLA      
## [36415] Navy      Other DoD DLA       Air Force Army      Air Force DLA      
## [36422] Air Force Army      Army      DLA       Air Force Army      Army     
## [36429] Other DoD Army      Air Force Other DoD Air Force Army      Air Force
## [36436] Navy      Navy      Navy      Air Force DLA       Army      DLA      
## [36443] Navy      Other DoD Army      Navy      Air Force DLA       Navy     
## [36450] Army      Navy      DLA       Army      Navy      Army      Navy     
## [36457] Navy      Other DoD Navy      Air Force DLA       Other DoD Navy     
## [36464] Navy      Army      DLA       Other DoD Navy      Navy      DLA      
## [36471] Army      Army      Navy      Air Force Navy      Other DoD Navy     
## [36478] Other DoD Army      Army      Army      Army      DLA       Army     
## [36485] Other DoD Air Force Air Force Navy      Army      Army      Army     
## [36492] Navy      Air Force Navy      Army      Other DoD Navy      Other DoD
## [36499] Army      Other DoD Air Force Navy      Air Force DLA       DLA      
## [36506] Air Force Army      Army      DLA       DLA       Navy      Navy     
## [36513] Air Force Air Force Navy      Air Force Air Force DLA       Other DoD
## [36520] Navy      Air Force Army      DLA       Army      Air Force Air Force
## [36527] Navy      Other DoD Navy      Air Force Air Force Army      Army     
## [36534] Army      Navy      Navy      Army      Air Force Air Force Army     
## [36541] Air Force Air Force DLA       Navy      Navy      Army      Army     
## [36548] Navy      Army      DLA       Navy      Navy      Army      Navy     
## [36555] Army      Army      Army      Navy      Navy      Other DoD Navy     
## [36562] Navy      Navy      Other DoD DLA       Navy      Navy      Army     
## [36569] Air Force Army      Army      Navy      Navy      Navy      Other DoD
## [36576] Air Force Other DoD DLA       Navy      Army      DLA       Air Force
## [36583] Army      Navy      Army      Army      Navy      DLA       MDA      
## [36590] Army      Air Force Air Force Navy      DLA       Air Force DLA      
## [36597] Air Force Navy      Navy      Navy      Air Force Navy      Army     
## [36604] DLA       Air Force DLA       Air Force DLA       Navy      Navy     
## [36611] Navy      Navy      Air Force Air Force Army      Air Force Air Force
## [36618] Army      Army      DLA       Air Force DLA       Army      Air Force
## [36625] DLA       Army      DLA       Navy      DLA       DLA       Navy     
## [36632] Navy      Army      Navy      Navy      Navy      DLA       Air Force
## [36639] Army      Air Force Army      DLA       Navy      Army      Navy     
## [36646] Navy      Army      Navy      Other DoD DLA       Navy      Air Force
## [36653] Air Force Navy      Other DoD Air Force Army      Army      Navy     
## [36660] Navy      Navy      Navy      Other DoD Navy      Air Force Army     
## [36667] DLA       Navy      Navy      Air Force Other DoD Air Force Army     
## [36674] DLA       Other DoD Other DoD Army      Navy      Air Force Air Force
## [36681] Other DoD DLA       Navy      DLA       Army      Navy      Navy     
## [36688] Army      DLA       Army      Air Force Army      Army      Army     
## [36695] Other DoD Army      DLA       DLA       Army      Navy      Navy     
## [36702] Army      Air Force DLA       Army      Navy      DLA       Navy     
## [36709] Air Force Army      Navy      DLA       Army      Army      DLA      
## [36716] Army      Army      DLA       Other DoD Other DoD Navy      Navy     
## [36723] Air Force Air Force Navy      Other DoD DLA       Air Force Other DoD
## [36730] Other DoD Army      Navy      Other DoD Army      DLA       Navy     
## [36737] Navy      DLA       Navy      Army      Navy      Navy      Army     
## [36744] Navy      Air Force Navy      Navy      DLA       DLA       Navy     
## [36751] Army      Navy      Army      Army      Navy      Air Force DLA      
## [36758] Navy      Army      Navy      Air Force Air Force Navy      Air Force
## [36765] Air Force Air Force Army      Army      Army      Navy      Navy     
## [36772] Navy      Navy      Army      Army      Army      Navy      Air Force
## [36779] Navy      DLA       DLA       Army      Navy      Army      Army     
## [36786] Navy      DLA       Air Force Navy      Army      Other DoD Other DoD
## [36793] Army      Navy      Navy      DLA       Army      Navy      Army     
## [36800] Navy      DLA       DLA       Navy      Air Force Air Force Air Force
## [36807] Army      Army      Army      Army      Navy      Navy      Army     
## [36814] Air Force Army      Air Force Army      DLA       DLA       DLA      
## [36821] Navy      DLA       DLA       DLA       Air Force Army      Army     
## [36828] Army      Other DoD Other DoD Army      Army      Air Force Navy     
## [36835] Navy      Army      Army      Navy      Other DoD Army      Air Force
## [36842] Other DoD Other DoD DLA       DLA       Army      Army      Navy     
## [36849] Army      Navy      Army      Army      DLA       Navy      Army     
## [36856] Navy      Other DoD Army      Other DoD Army      Army      Navy     
## [36863] Air Force DLA       Air Force Army      Navy      Other DoD Navy     
## [36870] DLA       Air Force Army      Navy      Navy      Air Force Army     
## [36877] Navy      Other DoD Army      Navy      Army      Army      Army     
## [36884] Navy      Army      Air Force Army      Army      Navy      Navy     
## [36891] Army      Navy      Navy      Army      Army      Navy      Air Force
## [36898] Navy      Army      Navy      Army      Navy      DLA       Navy     
## [36905] Army      Air Force Navy      Army      Air Force Navy      DLA      
## [36912] Army      Navy      Other DoD Navy      Army      Army      Army     
## [36919] Navy      Air Force Navy      Army      DLA       Navy      Navy     
## [36926] Navy      Army      Other DoD Navy      Other DoD Navy      Army     
## [36933] Navy      Navy      Other DoD DLA       DLA       Navy      Navy     
## [36940] Air Force Air Force Navy      Other DoD Air Force DLA       Army     
## [36947] Navy      DLA       Army      Air Force Navy      Army      Air Force
## [36954] Other DoD Other DoD Army      Army      Army      Air Force Air Force
## [36961] Army      DLA       Army      Navy      Army      DLA       Army     
## [36968] Army      DLA       Air Force DLA       Army      Navy      Air Force
## [36975] Army      Army      Army      Other DoD DLA       Army      Navy     
## [36982] Navy      Army      Army      DLA       Air Force Navy      DLA      
## [36989] DLA       Army      Army      Army      Air Force Navy      Navy     
## [36996] Other DoD Army      Army      Army      Army      Army      Navy     
## [37003] Army      DLA       Army      Navy      Navy      Army      DLA      
## [37010] Navy      Army      Army      Navy      DLA       Army      Army     
## [37017] Army      Army      Navy      Army      Other DoD Navy      Army     
## [37024] DLA       Army      Other DoD Navy      Army      Army      Navy     
## [37031] Navy      DLA       Navy      MDA       Navy      Army      Air Force
## [37038] Army      Army      DLA       Army      Air Force Other DoD DLA      
## [37045] Navy      Other DoD Navy      Navy      Air Force Other DoD Army     
## [37052] Army      Army      Army      Army      Army      Other DoD Navy     
## [37059] Navy      Air Force Army      Other DoD Navy      Army      Army     
## [37066] Navy      Navy      DLA       Other DoD Navy      Navy      Army     
## [37073] Air Force Air Force Other DoD Air Force Air Force Navy      Other DoD
## [37080] Army      Air Force Navy      Air Force Air Force Army      Navy     
## [37087] Army      Air Force Army      Navy      Army      Navy      MDA      
## [37094] Other DoD Air Force Other DoD Army      DLA       Army      Navy     
## [37101] Navy      Air Force DLA       Other DoD Air Force Army      Navy     
## [37108] Navy      Army      Navy      DLA       Navy      Army      Navy     
## [37115] Navy      Other DoD Army      DLA       Army      Navy      Other DoD
## [37122] Army      Navy      Navy      Navy      Army      Other DoD Navy     
## [37129] Army      Army      Army      Army      Air Force Air Force Other DoD
## [37136] Navy      DLA       Air Force DLA       Navy      Air Force Navy     
## [37143] Navy      Air Force Navy      Army      Army      Navy      DLA      
## [37150] Air Force Navy      Navy      Air Force Army      DLA       Other DoD
## [37157] Other DoD Army      Other DoD DLA       Army      Other DoD Air Force
## [37164] Air Force Navy      Navy      Navy      DLA       Navy      DLA      
## [37171] DLA       Air Force Other DoD Army      Air Force Air Force Other DoD
## [37178] DLA       Army      Army      DLA       Navy      Navy      Other DoD
## [37185] Army      Army      Air Force Navy      Army      Army      Navy     
## [37192] Army      Army      DLA       DLA       Other DoD DLA       Other DoD
## [37199] Air Force Air Force Army      DLA       Navy      Air Force Other DoD
## [37206] Other DoD Other DoD Navy      Air Force Army      Navy      Navy     
## [37213] Navy      Army      Army      DLA       Other DoD Army      Navy     
## [37220] Army      Navy      Navy      Navy      Army      Air Force DLA      
## [37227] DLA       Navy      DLA       Air Force Air Force Other DoD Navy     
## [37234] DLA       Air Force Army      Navy      DLA       Air Force Navy     
## [37241] Army      Navy      Navy      Army      Navy      Army      Navy     
## [37248] DLA       Other DoD Air Force Navy      Other DoD Navy      Other DoD
## [37255] Navy      Air Force DLA       Navy      Air Force DLA       Air Force
## [37262] Navy      Other DoD Other DoD Other DoD Army      Air Force Army     
## [37269] Air Force Other DoD Army      Air Force Air Force Navy      Navy     
## [37276] DLA       DLA       Army      Army      Other DoD Navy      DLA      
## [37283] Navy      Army      Navy      Navy      Navy      Army      Navy     
## [37290] Army      Navy      Air Force Army      DLA       Navy      Air Force
## [37297] Navy      Other DoD Army      Air Force Air Force DLA       Army     
## [37304] Army      Navy      Air Force Air Force Air Force Air Force Navy     
## [37311] DLA       Navy      Navy      Navy      Army      Navy      Navy     
## [37318] Air Force Army      Air Force DLA       Air Force Navy      Other DoD
## [37325] DLA       Army      Navy      Air Force DLA       Navy      DLA      
## [37332] DLA       Navy      Navy      DLA       Army      Navy      Army     
## [37339] Army      Air Force Army      Air Force Navy      Navy      Army     
## [37346] Air Force Air Force Other DoD Army      Air Force DLA       DLA      
## [37353] Navy      Army      DLA       Navy      Army      Navy      Army     
## [37360] Army      Other DoD Navy      Air Force Navy      Army      Army     
## [37367] Air Force Army      Army      Army      Army      Army      DLA      
## [37374] Air Force Navy      Navy      Navy      Air Force Army      Navy     
## [37381] DLA       Navy      Air Force Air Force Army      DLA       Other DoD
## [37388] Army      Other DoD Air Force Navy      Army      Navy      Other DoD
## [37395] Navy      Navy      Army      Navy      Other DoD Air Force Navy     
## [37402] Navy      Navy      Other DoD Air Force DLA       Navy      Army     
## [37409] Navy      Air Force Air Force Navy      Army      Air Force Navy     
## [37416] Army      Navy      DLA       Army      DLA       Air Force Army     
## [37423] Army      Navy      Army      Army      Navy      Air Force Army     
## [37430] Air Force DLA       Navy      Air Force Army      Other DoD Other DoD
## [37437] Navy      Army      DLA       DLA       Army      Army      Navy     
## [37444] Air Force DLA       DLA       Army      Army      Navy      DLA      
## [37451] Navy      Air Force Navy      Army      Navy      Army      Navy     
## [37458] DLA       Navy      Other DoD Army      Army      Air Force Navy     
## [37465] Navy      Air Force Army      Army      Navy      Other DoD Navy     
## [37472] DLA       Navy      Army      Air Force Air Force Air Force Air Force
## [37479] Navy      Navy      Navy      Air Force DLA       Air Force Air Force
## [37486] Air Force Air Force Other DoD Army      Air Force Air Force Navy     
## [37493] DLA       Navy      DLA       Army      Navy      Air Force Navy     
## [37500] Navy      Air Force Navy      Air Force Army      Army      Army     
## [37507] Navy      Army      Navy      DLA       Navy      Navy      DLA      
## [37514] Navy      Navy      Army      Air Force Navy      DLA       Air Force
## [37521] Other DoD Army      Army      Army      Army      Army      Army     
## [37528] DLA       Air Force Navy      Army      Army      Army      Navy     
## [37535] Air Force Army      Other DoD Navy      Navy      Air Force Other DoD
## [37542] Army      Army      DLA       Navy      Navy      Other DoD Army     
## [37549] Other DoD Army      DLA       DLA       Army      Navy      DLA      
## [37556] Air Force Navy      DLA       Army      Air Force Air Force Air Force
## [37563] Army      Navy      Other DoD DLA       Air Force Army      Navy     
## [37570] Army      DLA       DLA       Navy      Navy      Air Force Air Force
## [37577] Other DoD Air Force Other DoD Army      DLA       Other DoD Army     
## [37584] Navy      DLA       Navy      Army      Air Force Army      Army     
## [37591] Navy      Navy      Army      Navy      Other DoD Army      DLA      
## [37598] DLA       Army      Other DoD Other DoD Navy      Army      Navy     
## [37605] Navy      MDA       Air Force Other DoD Navy      Air Force Army     
## [37612] Navy      DLA       DLA       Air Force Army      Army      Army     
## [37619] DLA       Air Force Navy      Navy      Army      Navy      DLA      
## [37626] Other DoD Army      Army      Other DoD Navy      Air Force Navy     
## [37633] Other DoD Navy      Air Force Other DoD DLA       Navy      Army     
## [37640] Army      Army      Army      Army      Navy      Army      DLA      
## [37647] Air Force Other DoD Navy      DLA       Army      Army      Army     
## [37654] Air Force Navy      Other DoD Other DoD Air Force Air Force DLA      
## [37661] Army      Army      Army      Navy      DLA       Navy      Army     
## [37668] DLA       Other DoD Other DoD DLA       Air Force Air Force Air Force
## [37675] Army      Navy      Air Force Army      Air Force Army      Navy     
## [37682] Air Force Navy      Army      Army      Air Force Navy      Navy     
## [37689] Air Force Army      Army      DLA       Other DoD Other DoD Other DoD
## [37696] Other DoD Other DoD Army      Army      Other DoD Army      Army     
## [37703] Army      DLA       Navy      Army      Air Force Air Force Army     
## [37710] Air Force Navy      Navy      Army      Air Force DLA       Air Force
## [37717] Air Force Army      Army      DLA       Army      Army      Navy     
## [37724] DLA       Navy      Air Force Navy      Army      Navy      Navy     
## [37731] Air Force Navy      Army      Army      Navy      Army      Navy     
## [37738] Navy      Army      Army      Army      Other DoD Navy      Army     
## [37745] Air Force Army      Army      Air Force DLA       Navy      Army     
## [37752] Navy      Army      Army      Army      Army      Army      Navy     
## [37759] DLA       Army      Navy      Air Force Navy      Air Force DLA      
## [37766] DLA       Air Force Army      Navy      Army      Army      Navy     
## [37773] DLA       Army      DLA       Navy      Army      DLA       Other DoD
## [37780] DLA       Other DoD Navy      Army      Army      Army      Navy     
## [37787] Navy      Army      Army      Navy      Army      Navy      Army     
## [37794] Air Force Army      Army      Other DoD Air Force Navy      Army     
## [37801] DLA       Army      Air Force Army      DLA       Air Force DLA      
## [37808] Army      Other DoD Army      Navy      Army      Air Force DLA      
## [37815] DLA       Army      Navy      Army      Army      Navy      Army     
## [37822] DLA       Army      DLA       Army      Air Force Other DoD Army     
## [37829] Navy      Army      Army      Other DoD DLA       Air Force Navy     
## [37836] Air Force Navy      Other DoD Air Force Air Force Navy      Army     
## [37843] Army      Army      Other DoD Air Force Navy      Army      DLA      
## [37850] Navy      Army      Navy      DLA       Navy      Navy      Navy     
## [37857] Navy      Army      Other DoD Navy      Army      Navy      DLA      
## [37864] Navy      Army      Other DoD Army      Navy      DLA       Army     
## [37871] DLA       Army      Army      Other DoD Navy      DLA       Army     
## [37878] DLA       Air Force Air Force DLA       Other DoD Air Force Army     
## [37885] Air Force Army      DLA       Navy      Air Force Other DoD Navy     
## [37892] Other DoD Army      Air Force DLA       Air Force Navy      Army     
## [37899] DLA       Air Force Other DoD Other DoD Air Force Air Force DLA      
## [37906] Navy      Air Force DLA       Air Force Air Force Air Force Army     
## [37913] Other DoD Air Force Army      Other DoD Air Force Air Force Other DoD
## [37920] Army      Navy      Army      DLA       DLA       Navy      Air Force
## [37927] Navy      Other DoD Navy      DLA       Other DoD Army      DLA      
## [37934] Air Force Air Force Army      Navy      Navy      Army      DLA      
## [37941] Air Force Other DoD Army      Air Force Air Force Navy      Air Force
## [37948] Navy      Air Force Army      DLA       Navy      DLA       Army     
## [37955] Air Force Navy      Army      Air Force Army      Navy      Army     
## [37962] Army      Navy      DLA       Navy      Army      Air Force DLA      
## [37969] Army      Navy      Army      Army      DLA       Army      Army     
## [37976] Army      Other DoD Air Force Army      Navy      Other DoD DLA      
## [37983] Navy      Other DoD DLA       Navy      Air Force Army      Army     
## [37990] Army      Navy      Air Force Other DoD Air Force DLA       Navy     
## [37997] Air Force Air Force DLA       Army      Other DoD DLA       Army     
## [38004] Air Force DLA       Army      Air Force Navy      Army      Army     
## [38011] Army      DLA       Navy      Army      Army      Army      Navy     
## [38018] Army      Army      Army      Navy      Army      Army      DLA      
## [38025] Other DoD Army      Navy      Navy      DLA       Other DoD Army     
## [38032] Army      Navy      Air Force Army      Army      Air Force Navy     
## [38039] Air Force DLA       Army      Army      Navy      Navy      Navy     
## [38046] Navy      Navy      Air Force Army      Army      Navy      Army     
## [38053] Other DoD Other DoD Air Force Army      Army      Army      Navy     
## [38060] Air Force Air Force Navy      Other DoD DLA       Navy      Army     
## [38067] Air Force Navy      Navy      Army      Other DoD Navy      DLA      
## [38074] DLA       Navy      Other DoD Air Force DLA       Other DoD Navy     
## [38081] Navy      Army      Navy      Army      DLA       Air Force Army     
## [38088] Navy      DLA       Army      Air Force Air Force Army      Navy     
## [38095] DLA       Army      Navy      Air Force Navy      DLA       Navy     
## [38102] Army      Navy      Air Force Navy      Other DoD Air Force Air Force
## [38109] Army      DLA       Army      Air Force Navy      Navy      Navy     
## [38116] Navy      Navy      Navy      Navy      Other DoD Army      Navy     
## [38123] Navy      Navy      Navy      Other DoD Air Force Army      Navy     
## [38130] Navy      DLA       Air Force Air Force Navy      Other DoD Army     
## [38137] DLA       Army      Other DoD Navy      Navy      Army      Air Force
## [38144] Army      Navy      Army      Army      Navy      Navy      DLA      
## [38151] Army      Army      Other DoD Army      Air Force Air Force Army     
## [38158] Army      DLA       Other DoD Navy      DLA       Army      Army     
## [38165] Navy      DLA       DLA       Army      Air Force Other DoD Army     
## [38172] Navy      Navy      Air Force Air Force Navy      Army      DLA      
## [38179] Air Force DLA       Army      DLA       Army      Army      Air Force
## [38186] Army      DLA       Army      Army      Navy      Army      Air Force
## [38193] Air Force Navy      Navy      Navy      Army      DLA       DLA      
## [38200] Army      Army      Navy      Army      Navy      Navy      DLA      
## [38207] Army      Air Force Army      Army      Navy      Army      Navy     
## [38214] Army      Navy      Air Force Air Force Navy      Army      Army     
## [38221] Army      Navy      DLA       DLA       Army      DLA       Air Force
## [38228] Air Force Army      Navy      Army      Other DoD Navy      DLA      
## [38235] Other DoD DLA       Navy      Army      Army      Navy      DLA      
## [38242] Air Force Other DoD Air Force Navy      Air Force DLA       Navy     
## [38249] Air Force Air Force Army      Other DoD Army      Air Force Navy     
## [38256] Army      Army      Army      Navy      Navy      Air Force MDA      
## [38263] Navy      DLA       Air Force Other DoD Army      Navy      Army     
## [38270] Navy      DLA       Army      Army      Other DoD Army      Other DoD
## [38277] DLA       Air Force Navy      Navy      Army      Army      Army     
## [38284] Navy      Army      Navy      Air Force Air Force Navy      Navy     
## [38291] Army      DLA       Air Force DLA       Navy      Navy      DLA      
## [38298] Navy      DLA       Other DoD Navy      DLA       Navy      Army     
## [38305] Air Force Army      Navy      Army      Army      Navy      Air Force
## [38312] Other DoD Air Force Navy      Air Force Air Force Army      DLA      
## [38319] Army      Navy      DLA       DLA       DLA       Air Force Army     
## [38326] Army      Air Force DLA       Army      Army      DLA       Army     
## [38333] DLA       DLA       Other DoD Navy      Army      Air Force DLA      
## [38340] Navy      Air Force Army      Army      Army      Navy      Navy     
## [38347] DLA       Army      Air Force Air Force Army      Other DoD Other DoD
## [38354] Navy      Other DoD DLA       Navy      Other DoD Army      Navy     
## [38361] Army      Other DoD Army      Army      Army      Army      Navy     
## [38368] Navy      Navy      Army      Other DoD Army      Army      Navy     
## [38375] Army      Navy      Air Force Navy      Air Force Air Force Air Force
## [38382] Army      Navy      Navy      Other DoD Other DoD Air Force Army     
## [38389] Air Force Navy      Navy      Navy      Air Force Other DoD Air Force
## [38396] Other DoD Other DoD Air Force Navy      Air Force Army      DLA      
## [38403] Army      Air Force DLA       Navy      DLA       Navy      Navy     
## [38410] Other DoD Navy      DLA       Air Force Other DoD Army      Army     
## [38417] Army      Air Force DLA       DLA       DLA       Army      Army     
## [38424] DLA       Other DoD Army      Air Force Army      DLA       Other DoD
## [38431] Army      Army      Army      Other DoD Other DoD Other DoD Army     
## [38438] Army      Army      DLA       Army      DLA       Army      Air Force
## [38445] Other DoD Navy      Air Force Air Force Navy      Army      Army     
## [38452] Navy      Army      DLA       Air Force Navy      Navy      Army     
## [38459] Army      Air Force Navy      DLA       Other DoD Navy      Navy     
## [38466] Air Force Navy      Army      Navy      Air Force DLA       Navy     
## [38473] Navy      DLA       Army      Navy      Other DoD Navy      Air Force
## [38480] Army      DLA       Navy      Army      Air Force Army      Air Force
## [38487] Navy      Air Force Air Force Air Force Other DoD Air Force Air Force
## [38494] Other DoD Army      Navy      Army      Navy      Air Force Air Force
## [38501] DLA       Other DoD Army      Navy      Army      Navy      Army     
## [38508] Army      Other DoD Navy      Army      Army      Army      Army     
## [38515] Navy      DLA       Army      Other DoD Navy      Navy      DLA      
## [38522] DLA       Army      Navy      Navy      Army      Navy      Other DoD
## [38529] Army      Navy      Navy      Other DoD Army      Air Force DLA      
## [38536] Navy      Air Force Navy      Army      Other DoD Army      Other DoD
## [38543] Other DoD Army      Other DoD Other DoD Army      Navy      Navy     
## [38550] Other DoD DLA       Navy      Navy      Army      Air Force DLA      
## [38557] Army      DLA       DLA       Army      DLA       Air Force Air Force
## [38564] Navy      DLA       Army      Air Force Army      Army      Army     
## [38571] Army      Other DoD Army      Army      Other DoD Air Force Other DoD
## [38578] Air Force Navy      DLA       Other DoD Navy      Army      Other DoD
## [38585] Navy      Army      Air Force DLA       Navy      DLA       DLA      
## [38592] Air Force Army      Navy      Army      Army      Army      Army     
## [38599] Navy      Army      Army      Air Force Navy      Navy      Army     
## [38606] Army      Army      Air Force Air Force Army      Army      Navy     
## [38613] Army      DLA       DLA       Air Force Navy      Navy      Army     
## [38620] Army      Navy      Army      Other DoD Other DoD Other DoD Navy     
## [38627] DLA       Army      Army      Army      Air Force Navy      Navy     
## [38634] DLA       Navy      Army      Navy      Army      Army      Air Force
## [38641] Army      Navy      DLA       Air Force Navy      DLA       Navy     
## [38648] Air Force Navy      Air Force DLA       Other DoD Air Force Army     
## [38655] Army      Army      Other DoD DLA       Army      Army      Navy     
## [38662] Air Force Army      Air Force Navy      Navy      Army      Navy     
## [38669] Navy      Air Force Army      Army      Army      Navy      Navy     
## [38676] Air Force Army      Navy      Army      Army      Other DoD Air Force
## [38683] Army      Army      Air Force Navy      Army      Navy      DLA      
## [38690] Air Force Navy      Other DoD DLA       Air Force Army      Other DoD
## [38697] DLA       Army      DLA       DLA       Navy      Navy      Army     
## [38704] DLA       Army      Navy      Navy      Army      Army      Army     
## [38711] Navy      DLA       Air Force DLA       Navy      Navy      Army     
## [38718] Navy      Army      Air Force Air Force Navy      DLA       Other DoD
## [38725] DLA       Army      Air Force Army      Other DoD Air Force Navy     
## [38732] Army      DLA       Other DoD Army      MDA       Army      Other DoD
## [38739] Air Force Army      Army      Navy      Army      Army      Navy     
## [38746] Navy      Army      Army      Air Force DLA       Army      Army     
## [38753] Army      Air Force Navy      Navy      Air Force Navy      Army     
## [38760] Air Force DLA       Army      Other DoD Army      Air Force Air Force
## [38767] DLA       Navy      Army      Air Force DLA       Army      Air Force
## [38774] Air Force Air Force DLA       Army      Army      Army      Army     
## [38781] Army      DLA       Army      Army      DLA       Air Force Air Force
## [38788] DLA       DLA       Navy      Army      Army      Army      Navy     
## [38795] Army      Air Force Other DoD Air Force Navy      Navy      Army     
## [38802] Army      Navy      Army      DLA       Army      Navy      Army     
## [38809] Army      DLA       DLA       DLA       Navy      Navy      Army     
## [38816] Army      DLA       Air Force Navy      Air Force Other DoD Other DoD
## [38823] Air Force Army      DLA       Army      Navy      Air Force Navy     
## [38830] Navy      Army      Other DoD Air Force Navy      Other DoD Air Force
## [38837] Navy      Air Force Army      Army      Army      Army      DLA      
## [38844] Army      Army      Air Force Navy      Army      Army      Other DoD
## [38851] Navy      Air Force DLA       DLA       Army      Navy      Army     
## [38858] Navy      Army      Other DoD Army      Air Force Other DoD Army     
## [38865] Navy      Other DoD Navy      DLA       Army      DLA       Navy     
## [38872] DLA       Army      Air Force DLA       Air Force Air Force DLA      
## [38879] Other DoD Army      Navy      Navy      Army      Other DoD DLA      
## [38886] DLA       Army      Navy      DLA       Navy      Army      Army     
## [38893] Air Force DLA       Air Force Other DoD Air Force Army      Navy     
## [38900] Navy      Army      Navy      Army      Navy      Navy      DLA      
## [38907] DLA       DLA       Army      Other DoD Army      Navy      Army     
## [38914] Army      Air Force Air Force Air Force Air Force Navy      Other DoD
## [38921] Air Force Air Force Air Force DLA       Navy      Air Force Navy     
## [38928] DLA       DLA       DLA       Navy      Air Force Air Force Army     
## [38935] Navy      Army      Other DoD Army      Army      Air Force Army     
## [38942] Navy      Navy      Army      DLA       Navy      DLA       Navy     
## [38949] Army      Navy      Navy      Air Force Army      Army      Other DoD
## [38956] Navy      Army      Army      Navy      Navy      Navy      DLA      
## [38963] Air Force Air Force Army      Navy      Navy      Air Force Other DoD
## [38970] Army      Air Force Army      DLA       Army      Army      Other DoD
## [38977] Other DoD Navy      Air Force Navy      Army      Air Force Air Force
## [38984] Air Force Army      Army      Navy      DLA       Navy      Navy     
## [38991] Air Force Navy      Other DoD Army      Army      Army      Army     
## [38998] Army      Army      Navy      Army      Navy      Army      Air Force
## [39005] Army      Other DoD Army      Navy      DLA       DLA       Navy     
## [39012] Navy      Other DoD Navy      Army      Navy      Air Force DLA      
## [39019] Army      Air Force Air Force Other DoD Army      Navy      Navy     
## [39026] Navy      Navy      Air Force Navy      DLA       Other DoD Navy     
## [39033] Navy      DLA       Navy      DLA       Navy      Army      Army     
## [39040] Other DoD Navy      Navy      Army      Navy      Army      DLA      
## [39047] DLA       Air Force Army      Army      DLA       Army      Navy     
## [39054] DLA       DLA       DLA       Other DoD Navy      Army      Navy     
## [39061] Navy      Army      Navy      Army      Army      Army      Army     
## [39068] Army      DLA       Navy      DLA       Army      DLA       Navy     
## [39075] Army      Army      Air Force Navy      Navy      DLA       Navy     
## [39082] Army      Navy      Army      Navy      DLA       Air Force Army     
## [39089] Army      Army      Air Force Air Force DLA       Other DoD DLA      
## [39096] Navy      Army      Navy      Army      Navy      Army      Navy     
## [39103] Navy      Air Force Navy      DLA       Army      DLA       Army     
## [39110] Other DoD Air Force Army      Navy      Navy      Air Force Navy     
## [39117] DLA       Air Force Other DoD Other DoD Air Force Army      Army     
## [39124] Air Force Navy      Army      Army      Army      Army      Army     
## [39131] Other DoD Army      Army      Army      DLA       Army      Navy     
## [39138] Army      Army      Other DoD Army      Air Force Army      Air Force
## [39145] Navy      Army      Air Force Army      Navy      Navy      Army     
## [39152] Air Force Air Force Navy      Air Force Navy      Army      Army     
## [39159] Other DoD Army      Navy      DLA       DLA       DLA       Navy     
## [39166] Navy      Army      Army      Other DoD Air Force Army      Navy     
## [39173] Navy      Navy      DLA       Other DoD Navy      Army      MDA      
## [39180] Air Force Navy      Navy      Navy      Other DoD Navy      Other DoD
## [39187] Army      Army      Navy      DLA       DLA       Navy      Navy     
## [39194] Navy      Air Force DLA       Air Force Navy      DLA       Air Force
## [39201] Navy      Navy      DLA       Army      Navy      Air Force Navy     
## [39208] DLA       Navy      Other DoD Navy      Army      DLA       Navy     
## [39215] Army      Navy      Army      Army      DLA       Other DoD Army     
## [39222] Other DoD DLA       Navy      DLA       Army      Navy      Navy     
## [39229] Air Force Navy      Air Force Army      Navy      Air Force Navy     
## [39236] Navy      Air Force Navy      Army      Other DoD Navy      DLA      
## [39243] Navy      Air Force Navy      DLA       Air Force DLA       Navy     
## [39250] Army      Army      DLA       DLA       DLA       Air Force Army     
## [39257] Navy      Army      DLA       Navy      DLA       Army      DLA      
## [39264] Air Force Air Force DLA       DLA       Navy      Air Force Air Force
## [39271] Navy      Air Force Navy      Other DoD Navy      DLA       Navy     
## [39278] DLA       Navy      Other DoD Navy      Other DoD Army      Navy     
## [39285] DLA       Navy      Army      Navy      Other DoD Air Force Air Force
## [39292] Army      DLA       Air Force DLA       DLA       Army      DLA      
## [39299] Navy      Air Force Air Force Navy      Army      DLA       Air Force
## [39306] Army      DLA       DLA       Navy      Other DoD Navy      Army     
## [39313] Air Force DLA       Navy      DLA       Air Force Air Force Army     
## [39320] Navy      Navy      Air Force DLA       Air Force Navy      Navy     
## [39327] Navy      Navy      Army      Air Force Army      DLA       Army     
## [39334] Army      Navy      Navy      Other DoD Air Force Army      Other DoD
## [39341] Army      DLA       MDA       Army      Other DoD Navy      Other DoD
## [39348] Other DoD Navy      DLA       Army      Navy      Air Force Air Force
## [39355] Air Force Air Force Other DoD Army      Navy      Navy      Army     
## [39362] Army      Air Force Navy      Army      Air Force Army      Other DoD
## [39369] Navy      Navy      Army      Navy      DLA       Air Force DLA      
## [39376] DLA       Army      Army      Army      Navy      Other DoD Army     
## [39383] Army      Air Force Air Force Other DoD Navy      Army      Army     
## [39390] Air Force Navy      Other DoD Army      Navy      Navy      Air Force
## [39397] Navy      Other DoD Navy      Navy      DLA       DLA       Army     
## [39404] DLA       Air Force Air Force Air Force Navy      DLA       Air Force
## [39411] Air Force Army      Navy      Other DoD DLA       Navy      Navy     
## [39418] Navy      Army      Army      Army      Army      Navy      Army     
## [39425] Air Force Navy      Army      DLA       Army      Army      Air Force
## [39432] Army      DLA       Navy      Air Force Army      Army      DLA      
## [39439] Other DoD Army      Navy      Air Force Army      Other DoD Other DoD
## [39446] Air Force Navy      Army      Navy      Air Force DLA       Other DoD
## [39453] Navy      Air Force DLA       Air Force Navy      Air Force Navy     
## [39460] Army      Air Force Navy      Army      DLA       Air Force Air Force
## [39467] Air Force Air Force Army      Navy      Navy      Army      Navy     
## [39474] Army      Navy      Air Force Army      Other DoD Army      Army     
## [39481] Air Force Air Force DLA       Army      Air Force Army      Navy     
## [39488] Air Force Navy      Navy      Air Force Other DoD Army      DLA      
## [39495] Navy      DLA       Navy      Army      Navy      DLA       DLA      
## [39502] Navy      Army      DLA       Army      Other DoD Other DoD Navy     
## [39509] Navy      Army      Navy      Navy      DLA       Army      Navy     
## [39516] Air Force Navy      Navy      Navy      Navy      DLA       Air Force
## [39523] Navy      Army      Navy      DLA       Army      Air Force Air Force
## [39530] Navy      Air Force Air Force Army      Army      Army      Other DoD
## [39537] Air Force Air Force DLA       Army      Navy      Air Force DLA      
## [39544] Navy      Air Force Army      Navy      Other DoD Navy      Army     
## [39551] Air Force Air Force Army      Navy      Other DoD Army      Air Force
## [39558] Army      Navy      Navy      Other DoD Army      DLA       Army     
## [39565] Navy      DLA       Navy      Army      Army      Navy      Air Force
## [39572] Army      Air Force DLA       Army      Air Force DLA       Air Force
## [39579] Navy      DLA       Air Force Army      Army      Navy      Navy     
## [39586] Navy      Army      Army      DLA       Air Force Army      Air Force
## [39593] DLA       Army      Navy      Army      Navy      DLA       Navy     
## [39600] Other DoD DLA       DLA       Army      Navy      Other DoD DLA      
## [39607] Air Force DLA       Army      Army      Army      DLA       Navy     
## [39614] DLA       Army      Air Force Other DoD Army      Navy      Navy     
## [39621] Navy      Army      Army      DLA       DLA       Other DoD Army     
## [39628] Navy      Air Force Air Force DLA       Army      DLA       DLA      
## [39635] DLA       Navy      Army      Army      Army      Air Force Other DoD
## [39642] Army      Air Force Army      Army      Army      DLA       Navy     
## [39649] Navy      Navy      Air Force Army      Air Force Navy      Air Force
## [39656] Air Force Air Force Army      DLA       Navy      DLA       Army     
## [39663] Army      DLA       Navy      Other DoD Air Force Air Force DLA      
## [39670] DLA       DLA       DLA       Army      Army      Army      Navy     
## [39677] Air Force Army      Army      DLA       Air Force Air Force Army     
## [39684] Navy      Air Force Air Force Air Force Army      Army      Other DoD
## [39691] Army      DLA       Navy      Army      Air Force Air Force Army     
## [39698] Other DoD DLA       Other DoD Other DoD Navy      Army      Army     
## [39705] DLA       DLA       Navy      Other DoD Navy      Air Force MDA      
## [39712] Other DoD Navy      DLA       Navy      Army      Navy      Air Force
## [39719] DLA       Army      Other DoD Air Force Army      DLA       Other DoD
## [39726] Navy      Army      DLA       Navy      Navy      Navy      Navy     
## [39733] Navy      Navy      Other DoD Other DoD Army      Navy      Army     
## [39740] Air Force DLA       Navy      Navy      Army      Navy      Army     
## [39747] Navy      Navy      Army      Air Force Other DoD Navy      Army     
## [39754] Navy      Army      Other DoD Army      Navy      Air Force Air Force
## [39761] Army      Other DoD Army      Other DoD Army      Navy      Army     
## [39768] Army      Navy      DLA       DLA       Army      MDA       DLA      
## [39775] Air Force Other DoD Army      Army      Navy      Air Force Air Force
## [39782] Army      Army      Army      DLA       Navy      Army      DLA      
## [39789] Army      Navy      Army      DLA       Navy      Navy      Other DoD
## [39796] Army      Other DoD Navy      Air Force Air Force DLA       Air Force
## [39803] Army      Army      Air Force Navy      Army      DLA       Army     
## [39810] Army      Air Force Army      DLA       Navy      Navy      Air Force
## [39817] Navy      Army      Army      DLA       DLA       Navy      Army     
## [39824] Army      Army      Air Force Navy      DLA       Other DoD Army     
## [39831] Air Force Navy      Air Force Air Force Other DoD Navy      Other DoD
## [39838] Navy      Other DoD Army      Air Force Navy      Air Force Army     
## [39845] Navy      Army      Air Force Air Force Other DoD Army      DLA      
## [39852] Navy      Other DoD DLA       Navy      Army      Army      Navy     
## [39859] Army      Navy      Navy      Air Force Air Force Other DoD Air Force
## [39866] DLA       Army      Navy      DLA       Army      Air Force Other DoD
## [39873] Air Force Air Force Air Force Army      Army      Army      Navy     
## [39880] Navy      Army      Air Force Navy      Army      DLA       Air Force
## [39887] DLA       Other DoD Air Force Air Force Army      Army      Air Force
## [39894] Air Force Army      Army      Army      Army      Air Force DLA      
## [39901] Air Force Army      Army      DLA       Air Force Air Force Navy     
## [39908] Army      Army      Army      Navy      Army      Army      Air Force
## [39915] Army      Army      Air Force DLA       Air Force Army      Army     
## [39922] Air Force DLA       Other DoD Army      Air Force Navy      Army     
## [39929] Navy      DLA       Air Force Army      Air Force Air Force Navy     
## [39936] Navy      Navy      DLA       DLA       Army      Army      Air Force
## [39943] Navy      DLA       Army      Navy      Army      DLA       Navy     
## [39950] DLA       Army      Navy      DLA       Army      Army      Air Force
## [39957] Other DoD DLA       DLA       DLA       Navy      Other DoD Air Force
## [39964] DLA       DLA       Air Force DLA       Air Force Army      Air Force
## [39971] DLA       DLA       DLA       Navy      DLA       Army      Navy     
## [39978] Army      Army      Army      Army      Army      DLA       Navy     
## [39985] Navy      Army      Air Force Air Force Navy      Army      DLA      
## [39992] Army      Navy      DLA       DLA       Army      Army      Air Force
## [39999] Navy      Navy      Army      Other DoD Other DoD Other DoD Other DoD
## [40006] Navy      Army      Army      Air Force Air Force DLA       Army     
## [40013] Army      Army      Other DoD Air Force Other DoD Other DoD Navy     
## [40020] Army      Army      Air Force Army      Navy      Army      DLA      
## [40027] DLA       Army      Navy      Air Force Army      Navy      Air Force
## [40034] Navy      Army      DLA       Navy      Army      Air Force DLA      
## [40041] Army      Navy      DLA       Navy      Navy      Air Force Air Force
## [40048] Air Force Army      Army      Air Force DLA       Navy      Other DoD
## [40055] Navy      Other DoD Other DoD Navy      Army      Navy      Other DoD
## [40062] Air Force Navy      Army      DLA       Army      Army      Army     
## [40069] Army      Army      Navy      DLA       Army      Air Force Army     
## [40076] Air Force DLA       Army      Other DoD Air Force Navy      Air Force
## [40083] Army      Air Force Army      Navy      Navy      DLA       Army     
## [40090] Other DoD Army      Navy      Army      Navy      Army      Army     
## [40097] Air Force Navy      DLA       Navy      Army      Army      Air Force
## [40104] Navy      Other DoD Navy      DLA       Navy      Army      Navy     
## [40111] Navy      Navy      DLA       Army      Other DoD Army      Other DoD
## [40118] Other DoD Navy      Other DoD Army      Army      Navy      Army     
## [40125] DLA       Other DoD Other DoD Army      Navy      Navy      Army     
## [40132] DLA       Other DoD Air Force Army      Navy      Army      Army     
## [40139] Army      Navy      Navy      Army      Army      Army      Army     
## [40146] Navy      Navy      Army      Air Force Army      Army      DLA      
## [40153] Other DoD DLA       Air Force Army      DLA       Army      Navy     
## [40160] Air Force Navy      Army      Air Force Navy      Army      Army     
## [40167] Army      Army      Army      Navy      Army      Other DoD Army     
## [40174] Air Force Navy      Army      Air Force Army      Army      Other DoD
## [40181] Navy      Army      Navy      Army      Army      Navy      Air Force
## [40188] Navy      Navy      Navy      Navy      Army      Army      Navy     
## [40195] DLA       Army      Navy      Army      Army      Air Force Army     
## [40202] DLA       Army      DLA       Air Force Air Force Navy      Navy     
## [40209] Army      Army      DLA       Air Force Army      Navy      Army     
## [40216] Army      Navy      Air Force Army      DLA       Navy      Air Force
## [40223] Navy      Other DoD Navy      DLA       Navy      DLA       Navy     
## [40230] Army      DLA       Army      Navy      Army      Army      Army     
## [40237] Other DoD DLA       Other DoD Army      Navy      Army      Air Force
## [40244] Navy      DLA       Air Force Air Force Air Force DLA       Navy     
## [40251] Navy      Army      Army      Other DoD Army      Other DoD Air Force
## [40258] Army      Army      Air Force Air Force Army      DLA       DLA      
## [40265] Army      Other DoD DLA       Army      Army      Navy      Air Force
## [40272] Air Force Army      Army      Navy      Navy      Army      Navy     
## [40279] Navy      Navy      Army      Other DoD Army      Army      Air Force
## [40286] Army      Navy      Army      Navy      Navy      Other DoD Navy     
## [40293] Air Force DLA       Army      Navy      DLA       Army      Air Force
## [40300] Other DoD DLA       Navy      Navy      Army      Air Force Navy     
## [40307] Air Force Army      Army      Navy      Army      Navy      Air Force
## [40314] DLA       DLA       Navy      Navy      DLA       Navy      Army     
## [40321] Army      DLA       Other DoD Army      Other DoD Navy      Army     
## [40328] Army      Army      Navy      Army      Air Force Air Force Navy     
## [40335] Army      Other DoD Navy      Air Force DLA       Army      Navy     
## [40342] DLA       Air Force Air Force Army      DLA       Army      Air Force
## [40349] Air Force Other DoD Air Force Other DoD Air Force Army      Navy     
## [40356] Other DoD Air Force Army      Air Force Army      Other DoD DLA      
## [40363] Navy      Other DoD Other DoD Navy      Air Force DLA       Other DoD
## [40370] Army      Army      Navy      Other DoD Navy      Other DoD Navy     
## [40377] Other DoD Army      Army      Navy      Other DoD Air Force Army     
## [40384] Air Force Army      Air Force Navy      DLA       Navy      Other DoD
## [40391] DLA       Army      Air Force Army      DLA       Navy      Army     
## [40398] Air Force DLA       Navy      Army      Navy      Other DoD Navy     
## [40405] DLA       Navy      Navy      Army      Air Force DLA       Army     
## [40412] Army      DLA       Other DoD Navy      Navy      Army      Army     
## [40419] DLA       Army      Army      Army      Army      Army      Air Force
## [40426] Army      Air Force Air Force Army      Army      DLA       Other DoD
## [40433] Air Force Army      Army      Air Force Air Force DLA       Air Force
## [40440] Navy      DLA       Navy      Air Force Air Force Navy      Air Force
## [40447] Navy      Other DoD Air Force Army      Air Force Army      Army     
## [40454] Army      Army      Navy      Air Force DLA       DLA       Air Force
## [40461] Other DoD DLA       Army      Army      Other DoD DLA       Army     
## [40468] Navy      Army      DLA       Navy      DLA       Army      Navy     
## [40475] Navy      Navy      Air Force DLA       DLA       Navy      Navy     
## [40482] Air Force Navy      Army      Navy      Army      DLA       DLA      
## [40489] Air Force Air Force DLA       Navy      Air Force DLA       Air Force
## [40496] Navy      Navy      Army      Other DoD Air Force Air Force Navy     
## [40503] Air Force Army      Army      Air Force Navy      Air Force Navy     
## [40510] Navy      Navy      Other DoD Navy      Navy      Other DoD Army     
## [40517] Other DoD Navy      Army      DLA       Navy      Navy      Army     
## [40524] Navy      Navy      Air Force Army      Army      Army      Navy     
## [40531] Other DoD Air Force Other DoD Navy      Army      Army      Army     
## [40538] Air Force Other DoD Army      Other DoD Navy      Navy      Air Force
## [40545] Army      Navy      Navy      Other DoD Navy      DLA       Air Force
## [40552] Other DoD Army      DLA       Navy      DLA       Army      DLA      
## [40559] Army      DLA       Army      Other DoD Other DoD Army      Army     
## [40566] DLA       Army      Navy      Air Force Navy      Army      Navy     
## [40573] Navy      Navy      Other DoD DLA       Navy      Army      Navy     
## [40580] Army      Air Force Army      Army      Army      Air Force DLA      
## [40587] Air Force Other DoD DLA       Army      DLA       Navy      Army     
## [40594] Navy      Army      Army      DLA       Other DoD DLA       Air Force
## [40601] Navy      Army      Air Force Army      Navy      Army      Navy     
## [40608] Air Force Army      Air Force Army      Army      Army      Navy     
## [40615] Army      Navy      DLA       Navy      Air Force Navy      DLA      
## [40622] Army      Army      Army      Army      Other DoD Army      Navy     
## [40629] Air Force Navy      Army      DLA       Other DoD DLA       Army     
## [40636] Air Force Navy      Other DoD Army      Army      Other DoD DLA      
## [40643] Navy      Navy      Army      Other DoD Navy      DLA       Army     
## [40650] Air Force Army      Army      Army      Navy      Army      Navy     
## [40657] Air Force DLA       MDA       Navy      Army      Army      Navy     
## [40664] Navy      Army      Army      Navy      Other DoD Other DoD Army     
## [40671] Navy      Navy      Air Force Army      Navy      Army      DLA      
## [40678] Army      Army      DLA       Army      Other DoD DLA       Navy     
## [40685] Navy      Army      Army      DLA       Air Force Air Force Air Force
## [40692] Army      Army      Air Force Other DoD Navy      Army      Other DoD
## [40699] Army      Navy      Navy      Navy      Air Force Other DoD Navy     
## [40706] Air Force Navy      Navy      DLA       Army      DLA       DLA      
## [40713] Navy      Navy      Navy      Other DoD Air Force Navy      Air Force
## [40720] Navy      Navy      Army      Army      Other DoD Navy      DLA      
## [40727] DLA       Navy      Navy      Navy      Other DoD Air Force DLA      
## [40734] Army      DLA       Navy      Navy      Air Force Navy      Other DoD
## [40741] Army      Army      Army      Air Force Other DoD Air Force Navy     
## [40748] Navy      Army      Navy      DLA       Army      Navy      Army     
## [40755] Other DoD Army      Navy      Army      DLA       Army      Navy     
## [40762] Air Force Army      Navy      DLA       Navy      Army      Air Force
## [40769] Army      Army      Army      DLA       Army      Other DoD Army     
## [40776] DLA       Navy      Army      Navy      Air Force Air Force Army     
## [40783] Army      Air Force Navy      Navy      Air Force DLA       Navy     
## [40790] Other DoD Other DoD Army      Other DoD Other DoD Navy      Navy     
## [40797] Army      Air Force Air Force Air Force Air Force Other DoD Army     
## [40804] Army      Army      Army      Navy      Navy      Army      Army     
## [40811] Army      Army      Army      Navy      Other DoD Army      Navy     
## [40818] Air Force Army      Air Force Navy      Other DoD DLA       Other DoD
## [40825] DLA       Army      Navy      Navy      DLA       Air Force DLA      
## [40832] DLA       Air Force Army      Air Force Army      Navy      Army     
## [40839] Air Force Air Force DLA       Other DoD Navy      DLA       Air Force
## [40846] DLA       Air Force Air Force Navy      Air Force Air Force Air Force
## [40853] Air Force Army      Army      DLA       Navy      Navy      Navy     
## [40860] Navy      DLA       Other DoD Other DoD Air Force Other DoD Army     
## [40867] Air Force Navy      Air Force Army      Army      Navy      Army     
## [40874] Army      DLA       Air Force Navy      DLA       Navy      Navy     
## [40881] Army      Army      Navy      Air Force Other DoD Other DoD Army     
## [40888] DLA       DLA       Air Force Navy      Other DoD Army      Army     
## [40895] Air Force Navy      Army      Navy      Air Force Army      DLA      
## [40902] Army      Army      DLA       Navy      DLA       Army      Army     
## [40909] DLA       Army      Other DoD DLA       Army      Other DoD Other DoD
## [40916] Army      Army      Other DoD DLA       Air Force Army      Air Force
## [40923] Navy      Army      Air Force Air Force Navy      Air Force Army     
## [40930] Army      Navy      Navy      Army      Other DoD Navy      Air Force
## [40937] Navy      Navy      DLA       Navy      Other DoD Army      Army     
## [40944] Navy      Navy      Other DoD Other DoD Navy      Navy      Navy     
## [40951] Other DoD Army      Army      Army      Navy      DLA       Army     
## [40958] Navy      Air Force DLA       Army      Army      Air Force Air Force
## [40965] Navy      DLA       Navy      Navy      Army      Army      Army     
## [40972] Air Force Army      Other DoD Navy      Navy      DLA       Navy     
## [40979] Army      Army      Navy      DLA       Navy      Navy      Army     
## [40986] DLA       Other DoD Navy      Navy      Air Force Air Force MDA      
## [40993] Navy      DLA       Army      Army      Navy      Navy      Navy     
## [41000] DLA       Army      Air Force DLA       Navy      DLA       Navy     
## [41007] Army      Navy      Navy      DLA       Other DoD Air Force DLA      
## [41014] DLA       Navy      Navy      Navy      Navy      Navy      DLA      
## [41021] Army      Navy      Army      Navy      DLA       DLA       DLA      
## [41028] Navy      Army      Air Force Air Force Air Force Army      Air Force
## [41035] Air Force Navy      Army      Army      Army      Army      Navy     
## [41042] Other DoD Navy      DLA       Army      DLA       Air Force Navy     
## [41049] Air Force DLA       Air Force Air Force DLA       Army      Air Force
## [41056] Navy      Navy      DLA       Other DoD Navy      Air Force Navy     
## [41063] Army      DLA       Army      Army      DLA       DLA       Army     
## [41070] Navy      Air Force Army      Other DoD Air Force Air Force Navy     
## [41077] Army      Air Force Army      Navy      DLA       Army      Air Force
## [41084] Navy      Other DoD Navy      Navy      Army      Navy      Air Force
## [41091] DLA       Air Force Navy      Navy      DLA       DLA       Air Force
## [41098] Army      Navy      Army      Army      Air Force Air Force Army     
## [41105] Army      Navy      Other DoD Navy      Navy      Navy      Army     
## [41112] Army      Other DoD Navy      DLA       Navy      Other DoD Navy     
## [41119] Other DoD Army      Army      Air Force Army      Navy      Air Force
## [41126] Navy      Army      Navy      Navy      Other DoD Army      Navy     
## [41133] DLA       DLA       Navy      Army      Other DoD Navy      DLA      
## [41140] Air Force Air Force Army      Army      Army      Army      Navy     
## [41147] Air Force DLA       Navy      Air Force Army      Air Force Army     
## [41154] Air Force Other DoD Navy      DLA       Army      Army      Army     
## [41161] Army      Army      Army      Other DoD DLA       Army      Air Force
## [41168] DLA       Navy      Navy      Other DoD Air Force Navy      Navy     
## [41175] Navy      Army      DLA       Navy      Army      Air Force Army     
## [41182] Army      Air Force DLA       Navy      Army      Army      Army     
## [41189] Army      DLA       Navy      Navy      Air Force Army      Army     
## [41196] Navy      Army      Navy      Air Force Air Force Other DoD Army     
## [41203] Army      Navy      Air Force Navy      Army      Army      Navy     
## [41210] Army      Other DoD Army      Navy      Air Force Army      Air Force
## [41217] Other DoD DLA       Other DoD Air Force Army      Air Force Navy     
## [41224] Army      Army      Army      DLA       Navy      DLA       Other DoD
## [41231] Army      Air Force Navy      DLA       Army      Other DoD DLA      
## [41238] Army      Navy      Navy      Army      Air Force DLA       Other DoD
## [41245] Army      Other DoD Army      Army      Army      DLA       Army     
## [41252] Air Force DLA       Navy      DLA       Army      Air Force Navy     
## [41259] Other DoD Other DoD Navy      Air Force Army      Navy      Navy     
## [41266] Air Force Navy      Army      Navy      DLA       Navy      Air Force
## [41273] Navy      Army      Army      DLA       Other DoD Army      Army     
## [41280] Navy      Navy      Navy      Navy      Army      Other DoD DLA      
## [41287] DLA       DLA       Navy      DLA       Air Force Army      Navy     
## [41294] Navy      Army      Navy      Navy      Navy      DLA       Navy     
## [41301] Navy      Army      Navy      Army      Navy      Air Force DLA      
## [41308] Navy      Navy      Army      Other DoD Air Force Other DoD Army     
## [41315] Army      Other DoD Army      Army      Other DoD Air Force Navy     
## [41322] Air Force Army      Other DoD Army      DLA       Air Force Navy     
## [41329] Army      Air Force Other DoD Air Force Air Force Navy      DLA      
## [41336] Army      Army      Navy      Army      Army      Army      Other DoD
## [41343] Air Force Army      DLA       Navy      Navy      Air Force Navy     
## [41350] Navy      Navy      DLA       Other DoD Navy      DLA       DLA      
## [41357] Army      DLA       Other DoD Air Force Other DoD Army      Army     
## [41364] Air Force Navy      Army      Navy      Other DoD DLA       Navy     
## [41371] DLA       Air Force DLA       Air Force Army      Other DoD Army     
## [41378] Army      Navy      Air Force Navy      Army      Army      Navy     
## [41385] Navy      Army      Army      DLA       Other DoD Navy      Other DoD
## [41392] Navy      Army      Navy      Air Force Army      Army      Navy     
## [41399] Army      Other DoD DLA       DLA       DLA       Air Force Navy     
## [41406] Army      Air Force Army      Air Force Army      DLA       Navy     
## [41413] Army      DLA       Air Force DLA       Other DoD Navy      Other DoD
## [41420] Air Force Navy      Army      DLA       Army      Army      DLA      
## [41427] Army      Navy      Army      Navy      Army      Navy      Army     
## [41434] DLA       DLA       Other DoD Army      Army      Air Force Navy     
## [41441] Army      Other DoD Navy      DLA       Navy      Navy      Navy     
## [41448] Air Force Navy      Air Force DLA       DLA       Army      Air Force
## [41455] Army      Air Force Army      Air Force DLA       Navy      Navy     
## [41462] Navy      DLA       DLA       DLA       DLA       Air Force Army     
## [41469] Air Force Navy      Air Force Army      Air Force Air Force Navy     
## [41476] Navy      Navy      Army      Army      Air Force Other DoD Army     
## [41483] Navy      Air Force Air Force Air Force Air Force Army      Navy     
## [41490] Army      Army      Navy      Navy      DLA       Army      Army     
## [41497] Navy      Navy      Army      Other DoD Navy      DLA       Army     
## [41504] Navy      Navy      DLA       DLA       Army      Army      Air Force
## [41511] Army      Air Force Navy      Army      Other DoD Army      Other DoD
## [41518] Navy      DLA       Air Force Army      Other DoD Army      DLA      
## [41525] Army      Navy      DLA       Air Force Other DoD DLA       Other DoD
## [41532] Army      DLA       Air Force MDA       Army      Air Force DLA      
## [41539] Army      Air Force Army      DLA       DLA       DLA       Army     
## [41546] Army      Navy      Navy      Navy      DLA       Other DoD DLA      
## [41553] Air Force Other DoD Other DoD Navy      DLA       Navy      Army     
## [41560] DLA       Navy      Navy      Army      Navy      Other DoD Other DoD
## [41567] Army      Army      Army      Other DoD Air Force Navy      Army     
## [41574] DLA       Navy      Navy      Army      Air Force Air Force Navy     
## [41581] Air Force Army      Army      Army      Navy      Navy      Army     
## [41588] Navy      Army      Air Force Air Force Navy      Army      DLA      
## [41595] Air Force Air Force DLA       Navy      Army      Army      DLA      
## [41602] Air Force Other DoD Air Force Navy      Air Force DLA       Navy     
## [41609] Army      Navy      Air Force Army      DLA       Army      Air Force
## [41616] Air Force Navy      Navy      Navy      Navy      DLA       Air Force
## [41623] Navy      DLA       Navy      Army      Navy      Army      Navy     
## [41630] Army      Navy      Army      Navy      Army      Navy      DLA      
## [41637] Other DoD Army      Navy      Other DoD DLA       Air Force Army     
## [41644] Army      Navy      Other DoD DLA       DLA       Army      Navy     
## [41651] Navy      Air Force Navy      Navy      Air Force Army      Army     
## [41658] DLA       Army      Navy      Other DoD Other DoD Army      Army     
## [41665] Air Force Army      DLA       Army      Other DoD Air Force Army     
## [41672] Air Force DLA       Army      Navy      Navy      DLA       Navy     
## [41679] Air Force Army      Navy      Air Force Air Force DLA       Navy     
## [41686] Air Force Other DoD Navy      Navy      Army      Navy      DLA      
## [41693] Navy      Air Force Army      Air Force Army      Army      Air Force
## [41700] Army      MDA       DLA       Army      Other DoD Army      Army     
## [41707] Other DoD Navy      Air Force Navy      DLA       Army      DLA      
## [41714] Army      Army      Army      Army      Other DoD Air Force Army     
## [41721] Other DoD Army      Army      DLA       Navy      Army      Navy     
## [41728] DLA       Air Force Army      Navy      Other DoD Air Force Other DoD
## [41735] Navy      Air Force Navy      Army      Navy      Navy      Navy     
## [41742] DLA       Navy      Other DoD Army      Navy      Navy      DLA      
## [41749] Air Force Air Force Navy      Navy      Navy      Air Force Navy     
## [41756] Army      Army      Navy      Navy      DLA       Army      Navy     
## [41763] Army      Army      Other DoD Navy      Navy      Navy      DLA      
## [41770] Army      Navy      Army      Navy      Navy      Army      Army     
## [41777] Navy      Army      Other DoD Army      Other DoD Navy      Air Force
## [41784] Navy      DLA       Other DoD Army      Navy      Navy      Air Force
## [41791] Navy      Army      Army      Army      Army      Air Force Army     
## [41798] Army      Air Force Navy      Navy      Army      Army      DLA      
## [41805] Navy      Air Force Navy      Navy      Air Force DLA       Air Force
## [41812] Army      Army      Other DoD Army      Army      Navy      Air Force
## [41819] Navy      DLA       Air Force Army      DLA       Other DoD Other DoD
## [41826] Navy      Navy      Army      Army      Army      Army      Navy     
## [41833] Navy      Navy      Army      Navy      DLA       Army      Navy     
## [41840] Army      Air Force Navy      Army      DLA       Army      Air Force
## [41847] Army      Army      Air Force Army      Air Force Army      Navy     
## [41854] Navy      Air Force Army      Army      Air Force Army      Army     
## [41861] Air Force Army      Other DoD DLA       Navy      Air Force Navy     
## [41868] Other DoD Navy      Other DoD Air Force DLA       DLA       DLA      
## [41875] Army      Navy      Army      Navy      Army      Navy      Army     
## [41882] DLA       Army      Air Force DLA       Navy      Other DoD Air Force
## [41889] Army      Other DoD Army      Navy      Army      Army      Other DoD
## [41896] Army      Other DoD Navy      Air Force DLA       Air Force Navy     
## [41903] Navy      Navy      Navy      Army      Air Force Navy      Navy     
## [41910] Army      Navy      Army      Navy      Navy      Air Force Navy     
## [41917] DLA       Navy      Navy      Other DoD Army      Army      Navy     
## [41924] Army      Navy      Army      Air Force Navy      Other DoD Army     
## [41931] Army      Army      Navy      DLA       Navy      Army      Army     
## [41938] Navy      Army      Other DoD DLA       DLA       Navy      Air Force
## [41945] DLA       Air Force Air Force Air Force Air Force Navy      Army     
## [41952] Army      Air Force Army      Other DoD Air Force Army      Navy     
## [41959] Air Force DLA       Navy      Army      Navy      Navy      Army     
## [41966] Other DoD DLA       Army      Navy      Navy      Army      Navy     
## [41973] Navy      Army      Air Force Army      Navy      Army      Army     
## [41980] DLA       Other DoD Army      Army      Navy      Air Force Air Force
## [41987] DLA       Air Force Army      Army      Air Force Army      Air Force
## [41994] Other DoD Army      DLA       Army      Army      Air Force Army     
## [42001] Army      Air Force Navy      Navy      Army      Army      Other DoD
## [42008] Air Force Air Force DLA       Air Force Army      Army      Navy     
## [42015] Navy      Army      Other DoD Navy      Air Force DLA       Army     
## [42022] Navy      Army      Other DoD DLA       DLA       Air Force Navy     
## [42029] Other DoD Air Force Other DoD Air Force Air Force Air Force Army     
## [42036] Navy      Army      Navy      Air Force Navy      DLA       Navy     
## [42043] DLA       Navy      DLA       Air Force Air Force Navy      Army     
## [42050] Army      Army      Army      MDA       DLA       Army      Army     
## [42057] Air Force Army      Navy      Army      Navy      Navy      DLA      
## [42064] Air Force Other DoD Air Force Navy      Army      Other DoD Air Force
## [42071] Navy      Army      MDA       Air Force Navy      Navy      Air Force
## [42078] Air Force Other DoD Air Force Navy      Air Force DLA       Navy     
## [42085] MDA       Air Force DLA       Army      Navy      Navy      Other DoD
## [42092] DLA       Army      DLA       Other DoD Navy      DLA       Navy     
## [42099] Air Force Other DoD DLA       Army      Other DoD Army      DLA      
## [42106] Other DoD Other DoD Army      Air Force Navy      DLA       Army     
## [42113] Other DoD Army      Army      DLA       Navy      DLA       Other DoD
## [42120] Army      Air Force MDA       Army      DLA       Army      Navy     
## [42127] DLA       Navy      Army      Army      Navy      DLA       Air Force
## [42134] Navy      Army      Air Force Army      Other DoD Army      DLA      
## [42141] Navy      Other DoD Other DoD Navy      DLA       Army      DLA      
## [42148] Other DoD DLA       Air Force Navy      Air Force DLA       Air Force
## [42155] Army      Navy      Army      DLA       Navy      Navy      Navy     
## [42162] Army      Navy      Army      Army      Other DoD Army      Other DoD
## [42169] Navy      Navy      Army      Navy      Army      Army      Army     
## [42176] Navy      Other DoD Other DoD Navy      Navy      DLA       DLA      
## [42183] Navy      Navy      DLA       Air Force Army      Army      DLA      
## [42190] DLA       Air Force Army      Other DoD Army      Air Force DLA      
## [42197] Navy      Navy      Other DoD Navy      Air Force Army      Navy     
## [42204] Army      Other DoD Navy      Army      DLA       Army      Navy     
## [42211] DLA       Army      Air Force Army      Army      Other DoD Navy     
## [42218] Army      Army      Other DoD Navy      Navy      Army      DLA      
## [42225] DLA       DLA       DLA       Air Force DLA       Air Force Air Force
## [42232] Army      Navy      Navy      Navy      Other DoD Army      DLA      
## [42239] Navy      Army      Army      Other DoD DLA       Air Force Air Force
## [42246] Army      Army      Army      Air Force Army      Other DoD Air Force
## [42253] Air Force Air Force Other DoD Navy      Navy      Army      Army     
## [42260] Army      Army      Other DoD DLA       Army      DLA       Army     
## [42267] Army      DLA       Other DoD DLA       Air Force Army      Navy     
## [42274] DLA       Navy      Army      Other DoD Air Force Navy      Other DoD
## [42281] Navy      Army      Air Force DLA       Navy      Other DoD Army     
## [42288] DLA       Other DoD DLA       Air Force DLA       Navy      DLA      
## [42295] Navy      Other DoD DLA       Army      Army      Navy      Army     
## [42302] DLA       Army      Navy      Air Force DLA       Navy      Navy     
## [42309] Navy      Other DoD Army      Air Force Army      Navy      Navy     
## [42316] Army      Navy      DLA       Air Force DLA       Navy      Navy     
## [42323] Other DoD Navy      Navy      Army      Air Force Army      Air Force
## [42330] Army      Air Force Navy      Other DoD Army      Army      Air Force
## [42337] Army      Army      Army      Army      Army      Navy      Army     
## [42344] Navy      Air Force Navy      Other DoD Navy      Other DoD Army     
## [42351] Other DoD Other DoD Navy      Army      Navy      Other DoD DLA      
## [42358] Air Force Air Force Army      Navy      Army      Other DoD Army     
## [42365] Army      Navy      Navy      Air Force Air Force Other DoD Navy     
## [42372] DLA       Army      Other DoD Air Force Army      Army      DLA      
## [42379] Army      Army      Air Force Other DoD Air Force Army      Air Force
## [42386] Army      Army      Army      Air Force Army      Other DoD Other DoD
## [42393] Army      Other DoD Navy      Navy      Navy      Navy      Navy     
## [42400] DLA       Navy      Other DoD Air Force Army      DLA       Navy     
## [42407] DLA       Army      Other DoD Air Force Army      Navy      Air Force
## [42414] DLA       Army      Navy      Air Force Other DoD Army      Navy     
## [42421] DLA       Air Force Navy      Army      Navy      Army      Army     
## [42428] DLA       Navy      Air Force Army      DLA       Army      Air Force
## [42435] Army      Army      Navy      Army      MDA       Air Force Army     
## [42442] Navy      Other DoD Army      Navy      DLA       Navy      Air Force
## [42449] Navy      Army      Navy      Army      Other DoD Navy      DLA      
## [42456] MDA       Air Force Navy      Army      Air Force Other DoD DLA      
## [42463] Army      Army      Navy      Army      Other DoD Army      Navy     
## [42470] Army      DLA       Army      Air Force Army      Army      Navy     
## [42477] Navy      Air Force Army      Air Force Army      DLA       DLA      
## [42484] DLA       Air Force Navy      Other DoD Army      Navy      Air Force
## [42491] DLA       Other DoD Navy      Navy      Army      Other DoD Other DoD
## [42498] Army      Other DoD DLA       Navy      Other DoD Navy      Army     
## [42505] Air Force Army      Navy      Other DoD Air Force Navy      Navy     
## [42512] Air Force Air Force Army      Army      Army      Army      Army     
## [42519] DLA       Navy      Navy      Air Force Air Force Army      Navy     
## [42526] Army      Army      DLA       Army      Army      Navy      Other DoD
## [42533] Army      Army      DLA       Air Force Army      Navy      Army     
## [42540] Army      Army      Other DoD Army      Navy      Army      Air Force
## [42547] Navy      Army      Navy      Army      Navy      DLA       Air Force
## [42554] Air Force DLA       Air Force Army      Air Force Army      Navy     
## [42561] Air Force Army      Army      Navy      Navy      Air Force DLA      
## [42568] Navy      Other DoD Army      Army      Navy      Army      Army     
## [42575] Navy      Navy      Army      Army      DLA       Air Force Army     
## [42582] Army      Air Force Navy      Navy      Navy      Air Force Navy     
## [42589] DLA       Air Force DLA       Other DoD Army      Army      Navy     
## [42596] Army      Navy      Army      Army      Army      Army      Navy     
## [42603] Navy      DLA       Army      Navy      Air Force Army      Air Force
## [42610] Navy      Navy      Army      Air Force Other DoD Army      Other DoD
## [42617] Navy      Navy      Air Force Navy      Other DoD Army      Other DoD
## [42624] Army      DLA       Navy      Army      Army      Other DoD Navy     
## [42631] Army      Air Force Army      Navy      DLA       Other DoD Army     
## [42638] Army      Other DoD Army      Army      Army      Army      DLA      
## [42645] DLA       DLA       Air Force Navy      Navy      Navy      Navy     
## [42652] Army      Army      Navy      Air Force Other DoD Navy      Air Force
## [42659] Navy      DLA       Army      Navy      Air Force Other DoD Air Force
## [42666] DLA       Other DoD DLA       DLA       Navy      Army      Navy     
## [42673] Navy      Air Force Navy      Air Force Navy      Army      Other DoD
## [42680] Army      DLA       Army      Army      Air Force DLA       Army     
## [42687] DLA       Navy      Navy      DLA       Air Force Navy      Navy     
## [42694] Army      Army      Navy      Navy      Navy      DLA       Air Force
## [42701] Air Force Army      Air Force Navy      DLA       Air Force Air Force
## [42708] Army      Air Force Navy      Air Force Other DoD Air Force Air Force
## [42715] Other DoD Air Force DLA       Other DoD Navy      Army      DLA      
## [42722] Army      Other DoD Navy      Air Force Navy      Air Force Air Force
## [42729] Air Force Navy      DLA       Navy      DLA       Army      Air Force
## [42736] Army      Navy      Navy      Army      Army      Navy      Navy     
## [42743] Other DoD Air Force Other DoD Army      Army      Navy      Navy     
## [42750] Air Force Army      Navy      Army      Army      Navy      Army     
## [42757] Air Force Air Force Navy      Army      Other DoD DLA       Army     
## [42764] DLA       Air Force Navy      DLA       Navy      DLA       Army     
## [42771] Navy      Navy      Navy      DLA       MDA       DLA       Air Force
## [42778] Army      Army      DLA       Air Force Navy      DLA       DLA      
## [42785] Army      Army      Navy      Army      DLA       Army      Navy     
## [42792] Other DoD Navy      DLA       Other DoD Navy      Navy      Army     
## [42799] Air Force Navy      DLA       Navy      Army      Navy      Air Force
## [42806] DLA       Army      Air Force DLA       Air Force Air Force Navy     
## [42813] Navy      Navy      Army      Army      Navy      Army      Army     
## [42820] Navy      Other DoD Air Force Army      Navy      Army      DLA      
## [42827] DLA       Army      Army      Army      Navy      Air Force Other DoD
## [42834] DLA       Army      Navy      Air Force DLA       Army      Army     
## [42841] DLA       DLA       Air Force Navy      Air Force Other DoD Army     
## [42848] Army      Army      Air Force Army      Air Force Army      Army     
## [42855] Army      Navy      Army      Navy      Navy      Air Force Navy     
## [42862] Air Force Other DoD Navy      Navy      Navy      Air Force Air Force
## [42869] Navy      Army      Navy      Army      Air Force Navy      Army     
## [42876] Army      Air Force Army      Army      Army      Navy      Navy     
## [42883] Navy      Navy      Army      MDA       Navy      Navy      Navy     
## [42890] DLA       Navy      Other DoD Navy      Air Force Air Force Navy     
## [42897] DLA       Army      Other DoD Navy      Army      Navy      Air Force
## [42904] Army      Navy      DLA       Army      Navy      Navy      Air Force
## [42911] Air Force Navy      Navy      Army      Air Force Army      Army     
## [42918] Air Force Air Force Other DoD Army      Navy      Navy      Other DoD
## [42925] Army      Navy      Other DoD Army      Army      Navy      Other DoD
## [42932] Air Force Air Force DLA       Navy      Army      Army      DLA      
## [42939] Navy      Navy      Other DoD Navy      Navy      Navy      Air Force
## [42946] Army      Army      Air Force Air Force Navy      DLA       Army     
## [42953] Army      Other DoD Army      Air Force Navy      Army      Navy     
## [42960] DLA       Army      Army      Army      Army      Navy      Navy     
## [42967] Army      Other DoD Other DoD Army      Other DoD Air Force Other DoD
## [42974] DLA       Other DoD Navy      Army      Navy      Air Force Army     
## [42981] Navy      Navy      Army      Army      Army      Army      DLA      
## [42988] Army      Army      Army      Air Force Air Force Army      Army     
## [42995] Army      MDA       Navy      Other DoD Navy      Air Force Army     
## [43002] Navy      DLA       DLA       Other DoD Army      DLA       Other DoD
## [43009] Army      Army      Army      Army      Air Force Air Force Air Force
## [43016] Other DoD Air Force Air Force Army      Navy      Navy      Navy     
## [43023] Other DoD Army      Navy      Army      Army      Air Force Navy     
## [43030] Navy      Air Force Air Force Navy      Army      Army      Army     
## [43037] Army      DLA       DLA       Air Force DLA       Army      Army     
## [43044] Army      Army      Air Force Air Force Air Force Army      Army     
## [43051] Navy      Army      Other DoD Air Force Air Force Army      Navy     
## [43058] Other DoD Navy      Navy      Navy      Army      Navy      Navy     
## [43065] Army      Other DoD Army      Air Force Navy      Air Force Army     
## [43072] Navy      Air Force DLA       Army      DLA       Navy      DLA      
## [43079] Air Force Army      Navy      DLA       Army      DLA       Air Force
## [43086] Navy      DLA       Army      Other DoD Navy      Air Force Air Force
## [43093] Other DoD DLA       Army      DLA       Army      Army      Army     
## [43100] Army      Air Force DLA       Army      Navy      Army      Navy     
## [43107] DLA       Air Force Air Force DLA       Army      Navy      Air Force
## [43114] Air Force Army      Navy      Other DoD Air Force Air Force Other DoD
## [43121] Air Force Army      Army      DLA       DLA       Army      Navy     
## [43128] Army      Other DoD Navy      Navy      Army      Army      Air Force
## [43135] DLA       DLA       DLA       Air Force DLA       Air Force Army     
## [43142] Navy      Other DoD Air Force Other DoD Navy      DLA       Army     
## [43149] Air Force Army      Army      DLA       Air Force Army      DLA      
## [43156] Army      Navy      DLA       DLA       Navy      DLA       Air Force
## [43163] Navy      Navy      Army      DLA       Navy      Navy      Air Force
## [43170] DLA       Navy      DLA       Army      Navy      Navy      Navy     
## [43177] DLA       Navy      Navy      Navy      Navy      Air Force Army     
## [43184] Navy      Navy      Navy      Navy      DLA       DLA       Army     
## [43191] Other DoD Army      Other DoD DLA       Army      DLA       Navy     
## [43198] Navy      DLA       Other DoD Air Force Air Force Air Force DLA      
## [43205] DLA       Air Force Navy      DLA       Other DoD Navy      DLA      
## [43212] Army      Navy      Army      Other DoD Other DoD Other DoD Army     
## [43219] Air Force Army      Army      Air Force DLA       Air Force Air Force
## [43226] Navy      Navy      Army      Navy      Air Force Navy      Air Force
## [43233] Army      Air Force Air Force Army      Army      Army      Army     
## [43240] DLA       Air Force Army      Navy      Army      Navy      Army     
## [43247] Air Force Navy      Navy      Army      Other DoD Air Force Army     
## [43254] Navy      Army      Army      Air Force Army      DLA       Air Force
## [43261] Navy      Air Force Navy      Air Force Army      DLA       Other DoD
## [43268] Army      DLA       DLA       Navy      DLA       DLA       Air Force
## [43275] Army      Navy      Air Force DLA       Air Force Army      Air Force
## [43282] Army      Army      Other DoD Other DoD Air Force Navy      DLA      
## [43289] Navy      Navy      Army      Army      Air Force Army      Army     
## [43296] Air Force Air Force Navy      DLA       Air Force Army      DLA      
## [43303] Other DoD DLA       Navy      DLA       Navy      Other DoD Other DoD
## [43310] Army      Air Force Navy      Other DoD Army      Navy      Navy     
## [43317] Army      DLA       Navy      Navy      Navy      Other DoD DLA      
## [43324] Army      Other DoD Air Force Army      Army      Army      Army     
## [43331] Army      Navy      Army      Navy      Air Force Army      Other DoD
## [43338] Navy      Army      DLA       Air Force DLA       Air Force DLA      
## [43345] DLA       Army      Army      Army      Air Force Army      Navy     
## [43352] Navy      Other DoD Army      Air Force Navy      Air Force Navy     
## [43359] DLA       Army      Army      Army      Navy      Air Force Army     
## [43366] DLA       Other DoD Air Force Army      Air Force Navy      Army     
## [43373] Army      Navy      Navy      Air Force Army      Army      Navy     
## [43380] Navy      Air Force Army      Navy      Navy      Other DoD Air Force
## [43387] Navy      DLA       Navy      Army      Army      Other DoD Air Force
## [43394] Air Force Air Force Army      DLA       Air Force Navy      Navy     
## [43401] Navy      Navy      Other DoD DLA       Air Force Air Force Army     
## [43408] Other DoD Army      Army      Navy      Army      Other DoD Navy     
## [43415] Navy      Air Force Army      Navy      DLA       DLA       Other DoD
## [43422] DLA       Army      Air Force Navy      Navy      Army      DLA      
## [43429] Navy      Navy      Army      Air Force Other DoD DLA       DLA      
## [43436] Army      Army      Air Force Navy      Air Force Navy      Army     
## [43443] Navy      Other DoD Navy      Navy      Other DoD Air Force Navy     
## [43450] Other DoD Army      Army      Navy      Air Force Other DoD DLA      
## [43457] Navy      Army      Air Force Air Force Army      DLA       DLA      
## [43464] Army      Army      Navy      Air Force Army      Army      Navy     
## [43471] Navy      Air Force Army      Air Force Air Force DLA       DLA      
## [43478] Navy      Army      Navy      Army      Navy      Other DoD Air Force
## [43485] Navy      DLA       Army      Army      Army      Air Force DLA      
## [43492] Navy      Air Force Other DoD Navy      Army      Navy      Air Force
## [43499] Air Force DLA       DLA       DLA       Army      Navy      DLA      
## [43506] Navy      Navy      Army      DLA       DLA       Army      Army     
## [43513] Navy      DLA       DLA       Navy      Other DoD Air Force DLA      
## [43520] Air Force Navy      Other DoD Navy      Army      Navy      Army     
## [43527] DLA       Air Force DLA       Army      DLA       Other DoD Air Force
## [43534] Army      Other DoD Navy      DLA       DLA       Army      DLA      
## [43541] DLA       Air Force DLA       DLA       Army      Navy      Air Force
## [43548] Air Force DLA       Navy      Army      Air Force Army      Army     
## [43555] Navy      Navy      Navy      Army      Navy      DLA       DLA      
## [43562] Army      Air Force Army      Navy      Army      Air Force Navy     
## [43569] Navy      Navy      Navy      Army      Air Force Army      Navy     
## [43576] Air Force DLA       Air Force Navy      Army      DLA       Army     
## [43583] DLA       Army      Army      Navy      Navy      Air Force Navy     
## [43590] Air Force Air Force Army      Air Force Army      DLA       Army     
## [43597] Army      Navy      Navy      Other DoD Army      Army      Navy     
## [43604] Navy      Other DoD Army      Air Force DLA       Navy      Army     
## [43611] Other DoD Air Force DLA       Army      Army      Navy      DLA      
## [43618] DLA       Navy      Navy      Army      Army      Army      Other DoD
## [43625] Air Force Other DoD Other DoD MDA       Air Force Other DoD Army     
## [43632] Army      Navy      Air Force Navy      Navy      DLA       Army     
## [43639] DLA       Navy      DLA       Air Force Navy      Air Force DLA      
## [43646] Other DoD Air Force Army      Air Force Navy      Army      Navy     
## [43653] Army      Army      Army      Army      Other DoD Army      Other DoD
## [43660] Navy      Army      Army      DLA       Other DoD Navy      Navy     
## [43667] Navy      Other DoD Air Force Other DoD Air Force Army      Navy     
## [43674] Army      Navy      Navy      Navy      Army      Air Force Navy     
## [43681] Army      Army      Army      Navy      Other DoD Army      Army     
## [43688] Navy      Other DoD Army      Other DoD Air Force Other DoD Other DoD
## [43695] Army      Army      Air Force Navy      DLA       Air Force Air Force
## [43702] Navy      Army      Other DoD Navy      Navy      DLA       DLA      
## [43709] Navy      Air Force Air Force Army      Army      Army      Air Force
## [43716] DLA       Air Force Air Force Navy      Other DoD Army      Air Force
## [43723] Army      Air Force Navy      Other DoD Navy      Air Force Army     
## [43730] Navy      Other DoD Other DoD Navy      DLA       Navy      Air Force
## [43737] DLA       Other DoD Other DoD Other DoD Other DoD Air Force Other DoD
## [43744] DLA       Navy      Navy      Army      Navy      Air Force Navy     
## [43751] DLA       Navy      Navy      Navy      Navy      DLA       Air Force
## [43758] Navy      Other DoD Army      Navy      Army      Army      Other DoD
## [43765] Other DoD Army      Army      Army      Army      Air Force Navy     
## [43772] Navy      Navy      Air Force Army      DLA       DLA       Army     
## [43779] Navy      Army      Army      Air Force Army      DLA       Army     
## [43786] Navy      Army      Navy      Air Force Other DoD Navy      Air Force
## [43793] DLA       Air Force Navy      DLA       Navy      Air Force Air Force
## [43800] DLA       Air Force DLA       Air Force Navy      Navy      Army     
## [43807] Air Force Air Force Air Force Army      Army      DLA       Army     
## [43814] Navy      Navy      Navy      Army      DLA       Navy      Air Force
## [43821] DLA       Army      Army      Other DoD Army      Navy      DLA      
## [43828] Other DoD Navy      Air Force Air Force Navy      Army      Air Force
## [43835] DLA       Other DoD Air Force Air Force Navy      Other DoD Army     
## [43842] DLA       Navy      Other DoD Navy      Army      Air Force DLA      
## [43849] Other DoD Army      Army      DLA       DLA       Air Force Army     
## [43856] Air Force Navy      Navy      Army      Army      Navy      Navy     
## [43863] Navy      Navy      DLA       Navy      Navy      Navy      Army     
## [43870] Navy      DLA       Other DoD Navy      Navy      Army      Navy     
## [43877] Air Force Army      DLA       Air Force DLA       Army      Air Force
## [43884] DLA       Navy      Air Force Army      Navy      Other DoD Army     
## [43891] Army      Air Force DLA       Other DoD Army      DLA       Army     
## [43898] Air Force Army      DLA       DLA       Army      Air Force Other DoD
## [43905] Navy      Air Force Navy      Army      DLA       Air Force Other DoD
## [43912] Navy      Other DoD Navy      Air Force Navy      Army      Other DoD
## [43919] Air Force Army      Air Force Other DoD Navy      Army      DLA      
## [43926] Navy      Army      Army      Army      Navy      DLA       Navy     
## [43933] Other DoD Air Force Army      Air Force DLA       Army      DLA      
## [43940] Other DoD DLA       Navy      Air Force Navy      Navy      Army     
## [43947] Army      DLA       Air Force Navy      Air Force Navy      Air Force
## [43954] Other DoD Navy      Army      Other DoD Army      Army      Air Force
## [43961] Army      Army      Air Force Air Force Navy      Other DoD Navy     
## [43968] Navy      Other DoD DLA       Air Force Navy      Navy      Navy     
## [43975] Navy      DLA       Navy      Air Force Navy      DLA       Other DoD
## [43982] Other DoD Navy      Navy      Army      DLA       Army      DLA      
## [43989] Army      Other DoD Navy      Army      Army      Army      Other DoD
## [43996] Air Force Army      Navy      Army      Navy      Navy      Other DoD
## [44003] Navy      Navy      Army      Army      Other DoD Other DoD Army     
## [44010] Navy      Air Force DLA       Other DoD Other DoD Other DoD Navy     
## [44017] Navy      Navy      Navy      Air Force Army      Army      Navy     
## [44024] Army      Navy      Navy      Navy      Air Force DLA       Other DoD
## [44031] Navy      Other DoD Air Force Navy      Air Force Army      Other DoD
## [44038] Army      Other DoD DLA       DLA       Air Force Navy      Air Force
## [44045] Other DoD Army      Navy      Navy      Other DoD Other DoD Navy     
## [44052] Air Force Other DoD Air Force Navy      Army      Navy      Other DoD
## [44059] Army      Other DoD Air Force Other DoD Navy      Army      Air Force
## [44066] Navy      Other DoD DLA       DLA       Other DoD Navy      Air Force
## [44073] Other DoD Army      Navy      Army      Other DoD DLA       Army     
## [44080] Army      DLA       Army      Air Force Air Force DLA       Navy     
## [44087] Army      DLA       Army      Army      Army      Army      Army     
## [44094] Air Force Navy      Navy      Army      Air Force Navy      Army     
## [44101] Air Force DLA       Army      Army      Air Force Air Force DLA      
## [44108] Navy      Army      Army      Air Force Other DoD Army      Other DoD
## [44115] Navy      Air Force Army      Air Force Army      DLA       Navy     
## [44122] Army      Navy      Other DoD Other DoD DLA       DLA       Navy     
## [44129] Army      Air Force Navy      Air Force DLA       Air Force Other DoD
## [44136] Army      DLA       Other DoD Army      Other DoD Other DoD Other DoD
## [44143] Army      Navy      Army      Navy      DLA       DLA       Navy     
## [44150] Army      Army      Army      Air Force Navy      Other DoD DLA      
## [44157] Air Force Air Force Other DoD Navy      Air Force Navy      Army     
## [44164] Other DoD Army      Army      Navy      Army      Air Force Other DoD
## [44171] Air Force DLA       Navy      Air Force Navy      Air Force DLA      
## [44178] Navy      Army      Army      Navy      DLA       Navy      Navy     
## [44185] Other DoD Air Force Army      Army      Army      Other DoD Other DoD
## [44192] Navy      Navy      Navy      Army      Air Force Air Force Army     
## [44199] Army      Army      Air Force Navy      Navy      Army      Army     
## [44206] Air Force DLA       Other DoD DLA       Navy      Other DoD Air Force
## [44213] Other DoD Army      Other DoD Navy      Air Force Air Force Army     
## [44220] Army      Army      Army      Air Force Navy      Navy      Army     
## [44227] Army      Air Force Army      Army      Army      Army      DLA      
## [44234] Navy      DLA       Air Force Air Force Navy      Army      Army     
## [44241] Navy      Air Force Navy      Army      Navy      Air Force Navy     
## [44248] Army      Army      Navy      Army      Army      Army      Navy     
## [44255] DLA       Air Force DLA       Army      Air Force Air Force Army     
## [44262] Air Force Other DoD Army      DLA       DLA       Air Force Navy     
## [44269] Navy      Army      Air Force Navy      Army      Navy      Navy     
## [44276] DLA       Army      Air Force Army      Navy      Army      DLA      
## [44283] Navy      Air Force Army      Navy      Other DoD Navy      Army     
## [44290] DLA       DLA       DLA       Army      Air Force Air Force Other DoD
## [44297] Army      Navy      Other DoD Other DoD Air Force Army      DLA      
## [44304] Navy      Army      Air Force Air Force Air Force DLA       Other DoD
## [44311] Navy      DLA       Army      Army      Army      Navy      Navy     
## [44318] Other DoD DLA       Navy      Army      Air Force Other DoD Air Force
## [44325] Army      Navy      DLA       Navy      Army      Army      Air Force
## [44332] Navy      Other DoD DLA       Other DoD Air Force Army      Army     
## [44339] Army      Navy      Air Force Army      Air Force Navy      Navy     
## [44346] Navy      Navy      Army      DLA       Navy      Air Force Air Force
## [44353] Army      Navy      Air Force Navy      Other DoD Air Force Army     
## [44360] Air Force Air Force Air Force Army      Navy      Navy      Air Force
## [44367] Navy      Army      Army      DLA       Air Force Army      Army     
## [44374] Army      Army      Navy      Navy      Navy      Air Force Other DoD
## [44381] DLA       Navy      Other DoD Air Force DLA       Army      Army     
## [44388] Other DoD Navy      Air Force Army      Air Force Air Force Army     
## [44395] Air Force Air Force DLA       Navy      Army      DLA       Air Force
## [44402] Navy      Navy      Air Force Other DoD Other DoD Army      Air Force
## [44409] Army      Navy      Navy      Navy      Army      DLA       Air Force
## [44416] DLA       Navy      Army      Other DoD DLA       Army      Army     
## [44423] Air Force Army      Other DoD Navy      Navy      Other DoD Navy     
## [44430] Navy      DLA       Air Force Air Force Other DoD Army      Air Force
## [44437] Air Force Air Force Army      Navy      Army      DLA       Air Force
## [44444] Air Force Navy      Navy      DLA       Navy      Air Force Navy     
## [44451] Navy      Other DoD Navy      Navy      Army      DLA       Navy     
## [44458] Army      Army      Navy      DLA       Navy      DLA       Army     
## [44465] Navy      DLA       Navy      Navy      Navy      Other DoD DLA      
## [44472] Navy      Navy      Air Force Army      Army      Navy      Navy     
## [44479] Navy      Army      Air Force Air Force Navy      Army      Army     
## [44486] DLA       Army      Navy      Air Force Army      Navy      Army     
## [44493] Air Force DLA       Navy      Army      Other DoD DLA       Air Force
## [44500] Navy      Navy      DLA       Navy      Navy      DLA       Army     
## [44507] Army      Navy      Army      Air Force Air Force Navy      Army     
## [44514] DLA       Navy      Navy      Navy      Navy      Navy      Air Force
## [44521] DLA       Army      Navy      Navy      Army      Navy      Air Force
## [44528] Navy      Army      DLA       Air Force DLA       Other DoD Army     
## [44535] Air Force DLA       Navy      Air Force DLA       Navy      DLA      
## [44542] Army      DLA       Army      Army      Navy      Navy      Army     
## [44549] Army      Army      Other DoD Army      Army      Army      Army     
## [44556] Air Force Army      Army      DLA       Navy      Army      Navy     
## [44563] Army      Air Force Army      Army      Other DoD Army      Army     
## [44570] DLA       Navy      Navy      DLA       Other DoD DLA       Army     
## [44577] Other DoD Army      Army      Army      Navy      Army      Navy     
## [44584] Army      Air Force Army      Army      Other DoD Navy      Navy     
## [44591] Army      Air Force Army      Army      Air Force Navy      Army     
## [44598] Other DoD Navy      DLA       Other DoD Air Force Other DoD Army     
## [44605] Army      DLA       Army      Army      Air Force Air Force Army     
## [44612] Navy      Navy      Other DoD Navy      Navy      Air Force Army     
## [44619] Army      Army      DLA       DLA       Army      Navy      Army     
## [44626] Army      Air Force Navy      Other DoD Other DoD Navy      DLA      
## [44633] Army      Army      Air Force Navy      Army      Navy      Air Force
## [44640] Army      Army      Army      Navy      Army      DLA       Army     
## [44647] Navy      Navy      Navy      Other DoD Army      Air Force Other DoD
## [44654] Navy      Navy      Other DoD Army      Army      Air Force Navy     
## [44661] Air Force Air Force Air Force Other DoD Navy      Navy      Other DoD
## [44668] DLA       Air Force Navy      Air Force Other DoD Air Force Navy     
## [44675] Navy      Navy      Army      Navy      Navy      Navy      Air Force
## [44682] Other DoD Army      Army      Other DoD Navy      Other DoD Army     
## [44689] Other DoD Army      Navy      Air Force Navy      DLA       Navy     
## [44696] Army      DLA       DLA       Army      Navy      Air Force Navy     
## [44703] Air Force DLA       Army      Other DoD Army      Other DoD Army     
## [44710] DLA       Navy      Navy      Air Force Air Force DLA       Army     
## [44717] Army      Navy      Navy      Navy      Navy      Other DoD Air Force
## [44724] Army      Air Force Navy      Air Force Air Force Army      Army     
## [44731] Air Force Army      Navy      Navy      Air Force Army      Navy     
## [44738] Navy      Army      Army      Air Force Navy      Other DoD Other DoD
## [44745] Army      Army      Navy      Navy      Navy      Army      DLA      
## [44752] Navy      Army      DLA       Air Force Navy      Army      Navy     
## [44759] Navy      Navy      Other DoD Army      DLA       Navy      Navy     
## [44766] Army      Air Force Air Force Air Force Army      Army      Navy     
## [44773] Other DoD Army      Army      Army      Air Force DLA       Other DoD
## [44780] Army      Army      Navy      Other DoD Other DoD Navy      DLA      
## [44787] Other DoD Army      Air Force Army      Navy      Navy      Other DoD
## [44794] Navy      Navy      Other DoD Army      Army      Navy      Air Force
## [44801] Navy      Army      Other DoD Army      DLA       Navy      Air Force
## [44808] Army      DLA       Other DoD Air Force Army      Navy      DLA      
## [44815] Air Force Army      Army      Navy      Army      Air Force Other DoD
## [44822] Army      Army      Navy      Army      Other DoD Army      Air Force
## [44829] Navy      Air Force DLA       Air Force Navy      Army      DLA      
## [44836] Army      Navy      Army      DLA       Navy      Navy      Navy     
## [44843] DLA       Air Force Navy      Other DoD Air Force DLA       Air Force
## [44850] Other DoD Navy      DLA       Air Force Navy      Army      Navy     
## [44857] Army      Air Force Navy      Other DoD Navy      Army      Air Force
## [44864] Army      Air Force Air Force Navy      Army      Navy      Army     
## [44871] Air Force Other DoD Navy      Other DoD Air Force Air Force Navy     
## [44878] Navy      Navy      Army      Navy      Army      DLA       Navy     
## [44885] Air Force Army      Navy      Army      DLA       Air Force Navy     
## [44892] Army      Navy      Navy      Army      Air Force Air Force DLA      
## [44899] Navy      Army      Other DoD Army      Navy      Navy      DLA      
## [44906] DLA       Navy      Army      Navy      Navy      Army      Army     
## [44913] Army      Navy      Air Force Army      Army      Army      Navy     
## [44920] Navy      Army      Air Force Other DoD Navy      Air Force Navy     
## [44927] Other DoD Army      Navy      DLA       Navy      Air Force Navy     
## [44934] Air Force Army      Army      Navy      Army      Navy      Navy     
## [44941] Navy      Air Force Navy      DLA       DLA       DLA       DLA      
## [44948] Army      Air Force Navy      DLA       Other DoD DLA       Air Force
## [44955] Navy      Navy      DLA       Army      Navy      Navy      Army     
## [44962] Army      DLA       Navy      Army      Army      Other DoD Army     
## [44969] Army      Other DoD Other DoD Other DoD Army      DLA       DLA      
## [44976] Air Force Navy      Air Force DLA       Air Force Army      Navy     
## [44983] Other DoD DLA       DLA       Navy      Navy      Army      DLA      
## [44990] DLA       Army      Other DoD Army      Navy      Army      DLA      
## [44997] Air Force Army      Army      Army      Navy      Navy      Army     
## [45004] Army      DLA       Air Force Navy      Navy      Navy      Army     
## [45011] DLA       Army      Other DoD Air Force Army      Army      Navy     
## [45018] DLA       Army      Other DoD Other DoD Navy      Navy      Navy     
## [45025] Army      Army      Navy      Navy      Army      Navy      DLA      
## [45032] Army      Army      DLA       DLA       Navy      Air Force Army     
## [45039] Army      Navy      Navy      Other DoD Navy      Army      Navy     
## [45046] Other DoD Navy      MDA       Army      Army      Army      Navy     
## [45053] Army      Army      Army      Other DoD DLA       DLA       Air Force
## [45060] Army      Army      Army      Army      Navy      Navy      Army     
## [45067] Air Force Navy      Air Force Air Force Army      Army      Army     
## [45074] Air Force Other DoD Army      Other DoD Army      Navy      Air Force
## [45081] Other DoD Army      Army      Air Force Air Force Navy      Army     
## [45088] DLA       Army      Army      DLA       DLA       Navy      DLA      
## [45095] Other DoD Army      DLA       Other DoD Navy      Army      DLA      
## [45102] Air Force Other DoD Navy      Navy      DLA       Army      DLA      
## [45109] Air Force Air Force Air Force Navy      Air Force Air Force Army     
## [45116] Air Force DLA       Army      DLA       Navy      Army      Other DoD
## [45123] Navy      DLA       Army      DLA       Air Force Air Force Army     
## [45130] DLA       Air Force DLA       Air Force Air Force Army      Army     
## [45137] Army      Navy      Army      Army      Army      Air Force Army     
## [45144] Other DoD Army      Navy      Air Force Other DoD DLA       Navy     
## [45151] Army      Air Force Air Force Army      Navy      Army      Army     
## [45158] Air Force Army      DLA       Army      Navy      DLA       Navy     
## [45165] Air Force Army      Army      DLA       Army      Air Force Navy     
## [45172] Navy      Navy      Air Force Army      Army      Air Force Other DoD
## [45179] Navy      Air Force Navy      Army      DLA       Other DoD Air Force
## [45186] Army      Air Force Army      Air Force Army      Other DoD Other DoD
## [45193] Army      Army      Air Force Army      Air Force DLA       Navy     
## [45200] DLA       Air Force Army      Army      Navy      Army      Army     
## [45207] Air Force Navy      Navy      Other DoD Navy      Air Force Army     
## [45214] Navy      Other DoD Navy      Other DoD Navy      Navy      DLA      
## [45221] Army      Navy      Navy      DLA       Air Force Navy      Air Force
## [45228] Other DoD Navy      Army      Army      Army      Army      Other DoD
## [45235] Navy      Army      DLA       Army      Army      Army      Navy     
## [45242] Navy      Army      Air Force Army      Navy      Navy      Army     
## [45249] Other DoD DLA       Army      Air Force Air Force DLA       Air Force
## [45256] Air Force Navy      DLA       DLA       DLA       Army      Air Force
## [45263] DLA       Air Force Air Force Army      Army      Other DoD Air Force
## [45270] DLA       Army      Army      DLA       Air Force DLA       Navy     
## [45277] Army      Navy      Air Force Army      Navy      Air Force DLA      
## [45284] Army      DLA       Air Force Army      DLA       Other DoD Air Force
## [45291] Navy      Navy      Navy      Army      Army      Navy      Air Force
## [45298] Other DoD DLA       Army      DLA       Army      Army      DLA      
## [45305] DLA       Air Force Other DoD Navy      Army      Air Force Other DoD
## [45312] Navy      Air Force DLA       Air Force Army      Other DoD Air Force
## [45319] Army      Air Force Navy      DLA       Other DoD Other DoD Navy     
## [45326] Air Force Army      Army      Air Force Air Force Other DoD DLA      
## [45333] Navy      DLA       Navy      Navy      DLA       DLA       Air Force
## [45340] Army      DLA       Army      Navy      Army      Navy      Navy     
## [45347] Army      Navy      Navy      DLA       Army      Air Force DLA      
## [45354] Air Force Army      DLA       DLA       Army      Navy      Air Force
## [45361] Navy      Air Force Air Force DLA       Navy      Army      Army     
## [45368] Air Force Army      Navy      DLA       DLA       Army      Navy     
## [45375] Army      Navy      Navy      Other DoD Air Force Other DoD Army     
## [45382] Navy      Army      Navy      Air Force DLA       Navy      Air Force
## [45389] Army      Navy      Army      Army      Navy      Navy      Air Force
## [45396] DLA       Army      Army      Navy      Air Force Air Force Other DoD
## [45403] Other DoD DLA       Army      DLA       Other DoD Army      Navy     
## [45410] Army      Army      DLA       Other DoD Army      Army      Other DoD
## [45417] DLA       Army      Army      Other DoD DLA       DLA       DLA      
## [45424] Army      Navy      DLA       Army      Army      DLA       Army     
## [45431] Air Force Army      Air Force Army      Army      Army      Navy     
## [45438] Air Force Army      Army      Army      Navy      Air Force DLA      
## [45445] Army      Army      DLA       Other DoD Army      Army      Navy     
## [45452] Army      DLA       Navy      Other DoD Air Force Navy      Air Force
## [45459] Army      Air Force Air Force Air Force Army      Air Force Army     
## [45466] Air Force Air Force Navy      Air Force Army      Navy      Army     
## [45473] Army      Navy      Army      Air Force Other DoD Navy      Navy     
## [45480] DLA       Other DoD Navy      Other DoD Air Force Air Force Air Force
## [45487] DLA       Navy      Navy      Air Force Navy      Army      DLA      
## [45494] Army      Navy      Army      Air Force Air Force Navy      Army     
## [45501] Other DoD Army      Army      Navy      Air Force DLA       Air Force
## [45508] Other DoD Air Force Navy      Army      Navy      Army      Army     
## [45515] Navy      DLA       Army      Navy      Navy      Army      Navy     
## [45522] Navy      Army      DLA       DLA       Navy      Navy      Navy     
## [45529] DLA       Army      Army      Other DoD Navy      DLA       Air Force
## [45536] Air Force Navy      Air Force Navy      Navy      DLA       Army     
## [45543] Army      Navy      Army      Army      Army      Air Force Navy     
## [45550] DLA       Navy      Army      Other DoD Navy      Navy      Army     
## [45557] Other DoD Army      Air Force Army      Navy      Air Force DLA      
## [45564] Navy      DLA       DLA       Other DoD Army      Army      Air Force
## [45571] Navy      Army      Army      Navy      Air Force Army      Other DoD
## [45578] Navy      Navy      Other DoD Navy      Army      Army      Air Force
## [45585] Air Force DLA       Army      Army      Navy      Army      Army     
## [45592] Other DoD DLA       Army      Army      Navy      Navy      Army     
## [45599] Army      Army      Other DoD Army      Other DoD Navy      Army     
## [45606] Army      Army      Army      Army      Navy      Other DoD Other DoD
## [45613] Air Force Air Force Other DoD Army      DLA       Other DoD Army     
## [45620] Navy      Navy      Navy      Navy      Air Force Army      Army     
## [45627] Air Force Air Force Navy      Air Force Other DoD Army      Navy     
## [45634] DLA       DLA       Other DoD Navy      Army      DLA       Army     
## [45641] Navy      Navy      Other DoD Air Force Other DoD Navy      Air Force
## [45648] Air Force Navy      Navy      MDA       MDA       Navy      DLA      
## [45655] Navy      Navy      Other DoD DLA       Army      Army      Other DoD
## [45662] Air Force Air Force Army      Navy      Air Force DLA       Navy     
## [45669] Army      DLA       Navy      Army      Navy      Army      Air Force
## [45676] Army      Navy      Army      Army      Other DoD DLA       Navy     
## [45683] DLA       DLA       Air Force Navy      Air Force Air Force Army     
## [45690] MDA       DLA       Other DoD Navy      Army      Army      Army     
## [45697] Navy      Other DoD Other DoD Navy      Other DoD Navy      Air Force
## [45704] Other DoD Army      Navy      Navy      Army      Army      Army     
## [45711] Navy      Navy      Navy      Navy      Air Force Navy      Army     
## [45718] Army      Army      Air Force Air Force Army      Other DoD DLA      
## [45725] Air Force Navy      DLA       Other DoD Navy      Army      Army     
## [45732] Army      Navy      Army      Navy      Navy      Other DoD Navy     
## [45739] Other DoD Air Force Navy      Army      Army      Other DoD Army     
## [45746] Navy      Army      Army      Army      DLA       Navy      Other DoD
## [45753] DLA       DLA       Air Force Other DoD Other DoD Navy      Navy     
## [45760] DLA       DLA       Air Force DLA       Army      Navy      DLA      
## [45767] Navy      Air Force Navy      Other DoD Navy      Navy      Navy     
## [45774] DLA       Navy      Army      DLA       Other DoD Navy      Army     
## [45781] Other DoD Other DoD Air Force Army      Army      Air Force Army     
## [45788] Navy      DLA       Air Force Army      DLA       Other DoD Navy     
## [45795] Army      Navy      Navy      Other DoD Air Force Navy      Navy     
## [45802] DLA       Army      Other DoD DLA       Air Force Army      DLA      
## [45809] Other DoD Air Force Other DoD Navy      DLA       Air Force Air Force
## [45816] Air Force Navy      Navy      Air Force DLA       Army      Army     
## [45823] Navy      Navy      DLA       Navy      DLA       DLA       Army     
## [45830] Navy      Army      Navy      Army      Air Force Air Force Navy     
## [45837] DLA       Army      Navy      Army      Other DoD Navy      Navy     
## [45844] Navy      DLA       Army      Army      Navy      Air Force DLA      
## [45851] Navy      Army      Army      Army      Navy      Other DoD Navy     
## [45858] Air Force Army      Navy      Other DoD Army      Other DoD Navy     
## [45865] Navy      Other DoD DLA       Army      Army      Army      Air Force
## [45872] Army      Navy      Air Force DLA       Navy      Other DoD Army     
## [45879] Army      Air Force Army      Navy      Army      Army      DLA      
## [45886] DLA       Army      Navy      Navy      Navy      Army      Air Force
## [45893] DLA       DLA       Army      Air Force Army      Air Force Navy     
## [45900] Navy      Army      Army      Army      Other DoD Navy      Army     
## [45907] Army      Air Force Army      Navy      Other DoD Army      DLA      
## [45914] Army      DLA       Navy      DLA       Army      Air Force DLA      
## [45921] Army      Air Force Army      Air Force Navy      Air Force Other DoD
## [45928] DLA       Air Force Navy      Air Force Navy      Army      Navy     
## [45935] DLA       Army      DLA       DLA       Other DoD Navy      Air Force
## [45942] Air Force Air Force Navy      Army      Army      Air Force Navy     
## [45949] Air Force Navy      Air Force Other DoD Navy      Navy      Air Force
## [45956] Navy      DLA       Other DoD Air Force Navy      Army      Army     
## [45963] Army      DLA       Navy      Air Force Other DoD Army      Air Force
## [45970] Army      Navy      Army      Navy      Army      DLA       Navy     
## [45977] Army      Army      Army      Navy      Navy      Navy      Navy     
## [45984] Navy      Air Force Other DoD Other DoD DLA       Navy      Other DoD
## [45991] Navy      Air Force Other DoD Navy      Other DoD Army      Army     
## [45998] Army      DLA       Army      Other DoD DLA       Navy      Air Force
## [46005] Navy      Navy      Navy      Air Force Air Force Army      Other DoD
## [46012] Air Force Army      Army      Army      Army      Air Force Air Force
## [46019] Air Force DLA       DLA       DLA       Air Force DLA       Army     
## [46026] DLA       Army      Air Force Navy      Army      Army      Navy     
## [46033] Air Force Air Force Navy      Air Force Navy      DLA       Air Force
## [46040] Navy      Navy      Navy      Air Force Navy      Air Force Army     
## [46047] Army      Other DoD Navy      Air Force Air Force DLA       DLA      
## [46054] Navy      DLA       Navy      Navy      Air Force Air Force Air Force
## [46061] Navy      Navy      Army      Navy      Air Force Army      Air Force
## [46068] Navy      Navy      Navy      Army      Navy      DLA       DLA      
## [46075] Army      Army      Air Force Navy      Navy      Army      Air Force
## [46082] Navy      Other DoD Army      Navy      Navy      Other DoD Air Force
## [46089] Other DoD Army      Other DoD Army      Navy      Army      Air Force
## [46096] Navy      Air Force Air Force Navy      Other DoD Army      DLA      
## [46103] DLA       Navy      Air Force Navy      Army      Navy      Navy     
## [46110] Army      DLA       Navy      Army      Air Force DLA       Army     
## [46117] Army      Air Force Navy      Air Force Army      Army      Army     
## [46124] Navy      Army      Navy      DLA       Navy      Navy      Navy     
## [46131] Army      Army      Army      DLA       Navy      DLA       Navy     
## [46138] DLA       Army      Army      Air Force Navy      Army      DLA      
## [46145] Army      Air Force Army      Navy      Other DoD Navy      Air Force
## [46152] Other DoD Army      Army      Army      Air Force Navy      Air Force
## [46159] Other DoD Air Force Army      Navy      Air Force Army      Navy     
## [46166] Air Force Navy      Army      Army      DLA       Army      DLA      
## [46173] Navy      Navy      Air Force Navy      Air Force Army      Navy     
## [46180] Air Force Army      Other DoD Navy      Navy      Army      DLA      
## [46187] Air Force Other DoD Navy      Army      Navy      Air Force Navy     
## [46194] Air Force DLA       Air Force Air Force Navy      Air Force DLA      
## [46201] Navy      Army      Army      Air Force Navy      DLA       Army     
## [46208] Navy      Navy      Army      Air Force Air Force Navy      Army     
## [46215] Air Force Army      Army      Navy      Other DoD Air Force DLA      
## [46222] Army      Air Force Air Force Other DoD DLA       Air Force Army     
## [46229] Air Force Army      Navy      Army      Air Force Other DoD Navy     
## [46236] Air Force Army      Other DoD DLA       Air Force Air Force Navy     
## [46243] Air Force Army      DLA       Air Force Air Force DLA       Air Force
## [46250] Army      Other DoD Other DoD Navy      DLA       Navy      Army     
## [46257] Navy      DLA       Air Force Air Force Army      Army      Army     
## [46264] Army      Air Force Air Force Army      Army      Other DoD Army     
## [46271] Air Force Navy      Army      Navy      Army      Air Force Other DoD
## [46278] DLA       Navy      Air Force DLA       Air Force Navy      Air Force
## [46285] Army      DLA       Army      DLA       Navy      Army      Army     
## [46292] Army      Navy      Air Force Army      Navy      DLA       Army     
## [46299] Army      Navy      DLA       Army      Navy      Army      DLA      
## [46306] Navy      Army      DLA       Army      Navy      Army      Army     
## [46313] Army      DLA       DLA       DLA       DLA       DLA       Army     
## [46320] Other DoD Navy      Other DoD Navy      Army      Navy      DLA      
## [46327] Army      Navy      Army      Army      Other DoD Navy      DLA      
## [46334] Other DoD DLA       Other DoD Other DoD Other DoD Navy      Army     
## [46341] DLA       Army      Army      DLA       Air Force DLA       Navy     
## [46348] Navy      Army      Other DoD DLA       Army      Navy      Air Force
## [46355] Army      Navy      DLA       Other DoD Air Force Army      Navy     
## [46362] Army      Army      Other DoD Navy      DLA       DLA       Other DoD
## [46369] Navy      Navy      Other DoD DLA       Navy      Navy      DLA      
## [46376] Air Force Air Force DLA       Air Force Air Force Army      Air Force
## [46383] Navy      Army      DLA       Navy      Other DoD Army      Air Force
## [46390] Navy      DLA       DLA       Army      Navy      Navy      Air Force
## [46397] Air Force Army      Navy      Army      Other DoD Navy      Army     
## [46404] DLA       Air Force Other DoD Navy      DLA       Navy      Army     
## [46411] Other DoD DLA       Air Force Army      DLA       Navy      Other DoD
## [46418] DLA       DLA       Air Force Army      Air Force Army      Air Force
## [46425] DLA       Navy      Air Force Army      Army      Air Force Air Force
## [46432] Army      Army      Navy      DLA       Navy      Navy      Army     
## [46439] Other DoD DLA       DLA       Army      Other DoD Air Force Navy     
## [46446] DLA       Air Force DLA       Navy      Other DoD Army      Army     
## [46453] MDA       Navy      Navy      Air Force Army      DLA       Air Force
## [46460] Air Force Navy      Air Force Navy      Air Force Navy      Navy     
## [46467] Air Force Army      Navy      Army      Navy      Other DoD Air Force
## [46474] DLA       Navy      Army      Army      Army      Army      Army     
## [46481] Army      Navy      Other DoD Navy      Air Force Air Force Navy     
## [46488] Army      Army      DLA       Navy      Army      Navy      Navy     
## [46495] Air Force Army      Army      Other DoD Air Force DLA       Air Force
## [46502] Navy      Navy      Army      Navy      Other DoD Army      Navy     
## [46509] Other DoD Other DoD Navy      DLA       Navy      Air Force Army     
## [46516] Air Force Air Force Air Force Army      Navy      DLA       Other DoD
## [46523] Army      Navy      Army      Navy      Army      Army      Other DoD
## [46530] Navy      Army      DLA       Navy      Army      Army      Other DoD
## [46537] Air Force Army      Army      DLA       Navy      Air Force Army     
## [46544] Army      DLA       DLA       Navy      Navy      Army      Army     
## [46551] Navy      Navy      Navy      Other DoD DLA       DLA       Navy     
## [46558] Army      Army      Army      Air Force Air Force Army      Other DoD
## [46565] Army      Army      DLA       Other DoD Navy      Navy      Army     
## [46572] Other DoD Army      Army      Navy      Navy      Army      Army     
## [46579] Air Force Army      Air Force Other DoD Army      Navy      Navy     
## [46586] Navy      DLA       Army      Navy      Other DoD Navy      DLA      
## [46593] Air Force DLA       Other DoD Other DoD Army      Army      Army     
## [46600] Army      Other DoD Army      Army      Air Force Army      Air Force
## [46607] Air Force Army      Navy      Navy      Navy      DLA       Air Force
## [46614] Air Force Army      Army      DLA       Air Force Army      DLA      
## [46621] Army      Other DoD DLA       Air Force Air Force Army      DLA      
## [46628] Navy      DLA       DLA       Air Force Navy      Other DoD DLA      
## [46635] Navy      DLA       DLA       Air Force Navy      Army      DLA      
## [46642] Air Force Air Force Other DoD Army      Air Force Army      Army     
## [46649] Air Force DLA       DLA       Navy      Air Force Navy      Army     
## [46656] Army      Navy      Navy      Army      Navy      Army      Air Force
## [46663] Navy      DLA       Navy      Army      Air Force Army      Air Force
## [46670] Air Force Navy      Air Force Navy      DLA       Army      Navy     
## [46677] Army      Navy      Navy      Army      Air Force Air Force Army     
## [46684] Navy      Air Force Navy      Air Force Army      Air Force Navy     
## [46691] Air Force DLA       DLA       Air Force DLA       Navy      Army     
## [46698] Other DoD Air Force Army      Army      Army      Air Force Navy     
## [46705] Navy      DLA       Navy      DLA       Air Force Army      Air Force
## [46712] Navy      Navy      Navy      Navy      Air Force Army      Air Force
## [46719] Navy      Army      Air Force Army      Army      Army      Navy     
## [46726] Army      Navy      Navy      DLA       Navy      Navy      Army     
## [46733] Navy      Navy      Navy      Air Force Army      Army      DLA      
## [46740] Air Force Air Force Army      Army      Army      Navy      Navy     
## [46747] Other DoD Army      Air Force Other DoD Army      Other DoD Army     
## [46754] Air Force Army      Navy      Air Force Air Force Air Force Army     
## [46761] Other DoD Navy      Air Force Navy      DLA       Other DoD Navy     
## [46768] Army      Other DoD Air Force Air Force Other DoD Other DoD Other DoD
## [46775] Army      Other DoD Army      Navy      Navy      Army      Air Force
## [46782] Air Force Army      DLA       Navy      Air Force Army      Air Force
## [46789] DLA       Navy      Other DoD Army      DLA       Army      DLA      
## [46796] Navy      DLA       Navy      Navy      Air Force Army      Army     
## [46803] Air Force DLA       Navy      Air Force DLA       DLA       Army     
## [46810] Other DoD Army      Army      Navy      Army      Other DoD Air Force
## [46817] Air Force Army      DLA       Navy      Navy      Army      DLA      
## [46824] Army      Air Force Navy      Air Force Army      Other DoD Other DoD
## [46831] Air Force Air Force Navy      Navy      Navy      Air Force Army     
## [46838] Army      DLA       Army      Army      Navy      Navy      Navy     
## [46845] Air Force Army      Air Force Navy      Army      Navy      Air Force
## [46852] Army      Army      Air Force Army      Air Force Navy      Other DoD
## [46859] DLA       Other DoD DLA       Navy      Army      Other DoD Navy     
## [46866] Army      Navy      Navy      Army      Air Force Navy      Army     
## [46873] Army      Air Force Other DoD Army      Navy      DLA       DLA      
## [46880] DLA       Navy      Army      Navy      Army      Air Force Navy     
## [46887] Air Force Air Force Air Force Other DoD Navy      DLA       DLA      
## [46894] Navy      Army      Army      Army      Other DoD Air Force Other DoD
## [46901] Army      Army      Navy      Navy      Navy      DLA       Army     
## [46908] Army      Air Force Army      Army      Navy      Air Force Army     
## [46915] Army      Army      Army      Air Force DLA       Army      Other DoD
## [46922] Navy      Navy      Army      Navy      DLA       Army      Navy     
## [46929] DLA       Navy      DLA       Navy      Navy      Other DoD Navy     
## [46936] Air Force Navy      Army      DLA       Air Force Navy      DLA      
## [46943] Navy      Air Force Army      Other DoD Army      Air Force Navy     
## [46950] DLA       Other DoD Navy      Air Force Navy      DLA       Army     
## [46957] Navy      Other DoD Air Force Army      Navy      Navy      Other DoD
## [46964] Army      Army      Air Force Army      Air Force Army      Army     
## [46971] Other DoD Navy      Navy      Army      Army      Army      Navy     
## [46978] Army      Army      Army      Other DoD Other DoD Air Force Navy     
## [46985] DLA       Air Force Other DoD Navy      Air Force DLA       Navy     
## [46992] Army      Army      Other DoD Army      Navy      Army      Navy     
## [46999] Air Force Navy      Air Force Air Force Army      DLA       Navy     
## [47006] Air Force Air Force Army      Navy      Army      Army      Army     
## [47013] DLA       DLA       Other DoD Other DoD Navy      DLA       Navy     
## [47020] Air Force Army      DLA       Navy      Air Force Other DoD Navy     
## [47027] Air Force Army      Navy      Army      Army      Air Force Other DoD
## [47034] Navy      Army      Navy      Air Force Other DoD Air Force Navy     
## [47041] Navy      Air Force Army      Navy      Army      Navy      Air Force
## [47048] DLA       Navy      Navy      Air Force Navy      Other DoD Army     
## [47055] Air Force Navy      Navy      Air Force Army      Army      Other DoD
## [47062] DLA       Other DoD Navy      DLA       Air Force Navy      Air Force
## [47069] Navy      Army      Army      Army      Navy      Navy      Navy     
## [47076] DLA       Air Force Navy      Army      Army      Navy      Navy     
## [47083] Army      Other DoD Air Force Navy      Army      DLA       Army     
## [47090] Army      Other DoD Army      DLA       Air Force DLA       Army     
## [47097] Navy      Navy      Air Force DLA       Air Force Army      DLA      
## [47104] Air Force Navy      Air Force Army      Army      Army      DLA      
## [47111] Navy      Navy      Air Force Air Force Air Force Other DoD DLA      
## [47118] Navy      DLA       Army      Navy      Navy      Air Force Air Force
## [47125] Army      Army      Navy      Navy      Navy      Army      Air Force
## [47132] Army      Army      DLA       DLA       Army      Other DoD Air Force
## [47139] Army      Army      Navy      Navy      Army      Air Force Air Force
## [47146] Army      Army      Army      Air Force Army      DLA       Air Force
## [47153] Navy      Navy      DLA       Navy      Other DoD Other DoD Army     
## [47160] Army      DLA       DLA       Army      DLA       Army      Navy     
## [47167] Air Force Navy      Other DoD Navy      Navy      Navy      Air Force
## [47174] Air Force DLA       Army      Navy      DLA       DLA       Air Force
## [47181] Army      Navy      Air Force Navy      Army      Army      Army     
## [47188] Air Force Other DoD Air Force Army      Navy      Other DoD Other DoD
## [47195] DLA       DLA       Army      Army      Navy      Army      Navy     
## [47202] Navy      DLA       Army      Army      Army      Navy      Air Force
## [47209] Other DoD Navy      Army      Navy      Navy      Army      Army     
## [47216] Army      Navy      DLA       Navy      Navy      Other DoD DLA      
## [47223] Other DoD Air Force Air Force Army      Navy      Army      Army     
## [47230] Navy      Army      Air Force Navy      Army      Other DoD DLA      
## [47237] Air Force DLA       Navy      Navy      Air Force Navy      Army     
## [47244] Army      Army      Navy      Navy      DLA       Navy      Army     
## [47251] Navy      Army      Army      Navy      Army      DLA       Air Force
## [47258] Army      DLA       Navy      Air Force Air Force Army      Air Force
## [47265] DLA       Navy      Navy      DLA       Navy      DLA       Air Force
## [47272] Army      Army      Air Force DLA       DLA       Army      Navy     
## [47279] Air Force Army      Navy      Army      DLA       DLA       DLA      
## [47286] Navy      Navy      Army      Navy      Navy      Navy      Army     
## [47293] Navy      Army      Other DoD Navy      Army      Navy      DLA      
## [47300] DLA       Navy      Navy      Air Force Army      Army      Army     
## [47307] Navy      DLA       Other DoD Navy      DLA       Navy      DLA      
## [47314] Navy      Other DoD Army      Army      Army      DLA       Army     
## [47321] Other DoD Army      Army      Navy      Navy      Navy      Air Force
## [47328] Air Force Army      Army      Navy      Army      Air Force Army     
## [47335] Army      Army      Navy      Air Force DLA       Navy      Army     
## [47342] Air Force Army      Army      Army      DLA       Navy      Navy     
## [47349] Navy      Army      Army      Navy      Navy      Army      Army     
## [47356] Other DoD Air Force Army      DLA       Air Force Other DoD Army     
## [47363] Army      Army      Navy      Other DoD Air Force Air Force Army     
## [47370] Army      Navy      Navy      Other DoD Army      Army      Navy     
## [47377] DLA       Army      Air Force Navy      Air Force Navy      Navy     
## [47384] Navy      Navy      Navy      Air Force Air Force DLA       Air Force
## [47391] Navy      Navy      Army      Navy      Navy      Air Force Air Force
## [47398] DLA       DLA       Air Force Air Force Navy      Navy      Navy     
## [47405] Navy      DLA       Army      DLA       Air Force Navy      Air Force
## [47412] Army      Army      Army      Air Force Navy      Air Force Army     
## [47419] Army      Army      Army      DLA       Air Force Army      Army     
## [47426] Army      Army      Army      Air Force Army      Army      Air Force
## [47433] DLA       Army      Navy      Navy      Army      Army      Army     
## [47440] Navy      Army      DLA       Army      DLA       Navy      Army     
## [47447] Air Force Navy      Army      Army      DLA       Air Force Other DoD
## [47454] Navy      DLA       Other DoD Air Force Army      Army      Air Force
## [47461] Air Force Navy      Army      Navy      Air Force Air Force Navy     
## [47468] Army      Army      Army      Other DoD Army      Navy      Army     
## [47475] Other DoD Air Force Army      DLA       Army      Air Force Air Force
## [47482] Army      Navy      Other DoD DLA       Navy      DLA       DLA      
## [47489] Air Force Army      DLA       DLA       Air Force Navy      Navy     
## [47496] Air Force Army      Air Force Other DoD Army      Army      Navy     
## [47503] Navy      Navy      Navy      DLA       Air Force Air Force Navy     
## [47510] Navy      Navy      DLA       Army      Army      Air Force Navy     
## [47517] Air Force MDA       Other DoD Army      DLA       DLA       Other DoD
## [47524] Air Force Navy      Army      Navy      Navy      Army      Other DoD
## [47531] DLA       Navy      Navy      Army      Army      Army      Air Force
## [47538] Army      Navy      Air Force Other DoD Navy      Navy      Navy     
## [47545] Army      Army      Other DoD Air Force Navy      Navy      Army     
## [47552] Navy      Army      Air Force Air Force Army      Army      DLA      
## [47559] Air Force Air Force Army      Army      Other DoD Army      Navy     
## [47566] Navy      Army      Navy      Navy      Army      Air Force Army     
## [47573] Army      Army      DLA       Army      Navy      Air Force DLA      
## [47580] Army      DLA       Other DoD Army      DLA       Navy      Air Force
## [47587] Navy      Air Force Air Force Other DoD Army      Other DoD Navy     
## [47594] Air Force Army      Air Force Navy      Air Force Navy      Army     
## [47601] Army      Army      DLA       Navy      Navy      DLA       Army     
## [47608] Navy      DLA       Air Force Air Force Army      Navy      Army     
## [47615] Army      Army      Air Force Navy      Army      Army      Army     
## [47622] Other DoD Other DoD Air Force Air Force Army      Navy      Navy     
## [47629] DLA       Air Force Air Force Army      Army      Navy      Other DoD
## [47636] Army      Navy      Air Force Air Force DLA       Navy      DLA      
## [47643] Navy      Army      DLA       Army      Other DoD Navy      Navy     
## [47650] Other DoD Army      Other DoD DLA       Navy      Army      Navy     
## [47657] Army      Army      Army      Army      Other DoD Navy      Army     
## [47664] Other DoD Navy      Navy      DLA       Air Force Navy      Army     
## [47671] Navy      Navy      Other DoD Army      Army      Air Force Other DoD
## [47678] DLA       Army      DLA       Navy      Navy      Navy      Army     
## [47685] Navy      Army      Navy      Air Force Navy      Navy      Navy     
## [47692] Other DoD Army      Air Force DLA       Other DoD Army      Army     
## [47699] Navy      Other DoD DLA       Army      DLA       DLA       Army     
## [47706] Army      Army      Navy      Air Force Army      Navy      Army     
## [47713] Navy      Air Force Air Force Army      Army      Army      Navy     
## [47720] Army      Army      Navy      DLA       Army      Other DoD Air Force
## [47727] Army      Air Force Navy      Army      DLA       DLA       Navy     
## [47734] Navy      Navy      Army      Air Force DLA       DLA       Navy     
## [47741] Other DoD Air Force MDA       Army      Navy      Army      Army     
## [47748] Army      Army      Air Force Navy      Other DoD Air Force Other DoD
## [47755] Army      Navy      Army      Army      DLA       Air Force Army     
## [47762] DLA       Navy      DLA       DLA       Air Force Army      Navy     
## [47769] Navy      Army      Navy      Navy      Navy      Army      DLA      
## [47776] Army      Navy      Navy      DLA       Army      Navy      Navy     
## [47783] Navy      Air Force Air Force Air Force DLA       DLA       DLA      
## [47790] DLA       Air Force Air Force Air Force Air Force Navy      Navy     
## [47797] Navy      Air Force Army      Navy      Army      Navy      Other DoD
## [47804] Army      Army      Army      Other DoD Air Force Army      Other DoD
## [47811] Navy      DLA       Army      Navy      Army      Other DoD DLA      
## [47818] Navy      Army      Navy      Army      Navy      DLA       Navy     
## [47825] Other DoD Air Force Army      Army      Other DoD Navy      Other DoD
## [47832] Army      Other DoD Air Force Army      Air Force Army      Navy     
## [47839] Navy      Navy      Army      Other DoD Navy      Army      DLA      
## [47846] Army      Army      Air Force Navy      Air Force Army      Army     
## [47853] DLA       DLA       Navy      Army      Navy      Army      Air Force
## [47860] Navy      DLA       Other DoD Navy      Navy      Air Force Army     
## [47867] Navy      Navy      Other DoD DLA       Air Force Navy      Army     
## [47874] Air Force Air Force DLA       Navy      Navy      DLA       Army     
## [47881] Other DoD Air Force DLA       Army      Navy      Army      Army     
## [47888] Other DoD DLA       Army      Army      Navy      Army      Navy     
## [47895] Air Force Navy      Army      DLA       Army      Air Force Navy     
## [47902] DLA       Army      DLA       Navy      Navy      Army      Air Force
## [47909] Navy      Army      Navy      Air Force Air Force Air Force Air Force
## [47916] Air Force Army      Navy      Navy      Navy      DLA       Air Force
## [47923] Army      Army      Army      Air Force Navy      Army      DLA      
## [47930] DLA       Navy      Other DoD Navy      Air Force Navy      Army     
## [47937] Navy      Air Force Navy      Army      Navy      Air Force Navy     
## [47944] Air Force DLA       Army      Navy      Army      Other DoD Army     
## [47951] Navy      Other DoD Navy      Air Force Other DoD Army      Army     
## [47958] Army      Other DoD Army      DLA       Navy      Army      Other DoD
## [47965] Navy      Other DoD Other DoD Other DoD Air Force Other DoD Air Force
## [47972] Army      DLA       Navy      Army      Navy      Army      Navy     
## [47979] Navy      Army      DLA       Army      Army      DLA       Air Force
## [47986] Air Force Navy      DLA       DLA       Other DoD Navy      Air Force
## [47993] Air Force Other DoD DLA       DLA       Army      Navy      Navy     
## [48000] Navy      Army      Air Force Navy      Air Force DLA       Navy     
## [48007] Army      Navy      Army      Air Force Army      Other DoD Navy     
## [48014] Army      Army      Army      Other DoD Army      Air Force Navy     
## [48021] Other DoD Navy      Navy      Army      Navy      Air Force Air Force
## [48028] DLA       Army      Navy      Navy      Air Force Navy      Army     
## [48035] Army      Air Force Air Force Other DoD Air Force Army      DLA      
## [48042] Navy      Other DoD Army      Army      Army      DLA       Navy     
## [48049] Army      Air Force Army      Air Force Other DoD Navy      Army     
## [48056] Army      Other DoD Air Force Air Force Other DoD Other DoD Navy     
## [48063] Navy      DLA       DLA       Air Force Army      Other DoD Army     
## [48070] Air Force Army      Other DoD Navy      Army      Other DoD Other DoD
## [48077] DLA       DLA       DLA       Army      DLA       Navy      Air Force
## [48084] Air Force Navy      Army      Army      Army      Other DoD Army     
## [48091] DLA       Other DoD Navy      Air Force DLA       Army      Navy     
## [48098] Army      Army      Air Force Navy      Navy      Navy      Army     
## [48105] DLA       Navy      Army      Navy      Navy      Army      Air Force
## [48112] Army      Air Force Air Force Air Force Navy      Army      Navy     
## [48119] Air Force Navy      DLA       Navy      Army      DLA       Navy     
## [48126] Army      Navy      Air Force Air Force Army      Army      Army     
## [48133] Air Force Army      Navy      Air Force Navy      Air Force Navy     
## [48140] Navy      Army      DLA       Navy      Navy      Air Force Air Force
## [48147] DLA       Army      Army      Army      Navy      DLA       Navy     
## [48154] DLA       Army      Other DoD Army      Navy      Air Force Navy     
## [48161] Army      Air Force DLA       Air Force DLA       Army      Army     
## [48168] Navy      Navy      DLA       Army      Army      Other DoD Other DoD
## [48175] Navy      Other DoD Army      Air Force Army      Army      Navy     
## [48182] Army      Navy      Other DoD Army      DLA       Navy      Navy     
## [48189] Army      Army      Air Force Air Force Army      Army      Navy     
## [48196] Air Force Navy      Air Force Navy      Army      Air Force DLA      
## [48203] Navy      Army      Army      Other DoD Air Force Army      Navy     
## [48210] Navy      Army      Army      Navy      Navy      Army      Navy     
## [48217] Air Force DLA       Navy      Air Force Other DoD DLA       Army     
## [48224] Navy      Other DoD DLA       DLA       Air Force Other DoD Navy     
## [48231] Navy      Army      Air Force Navy      Army      Navy      Army     
## [48238] Army      DLA       Navy      Navy      Navy      DLA       Other DoD
## [48245] DLA       Navy      Navy      Army      Other DoD Army      Navy     
## [48252] Navy      Army      Navy      Navy      Other DoD Air Force Air Force
## [48259] DLA       Air Force Other DoD Air Force Air Force Air Force Army     
## [48266] Army      Navy      Other DoD Army      Navy      Navy      Air Force
## [48273] Navy      Army      Army      Army      Army      Air Force DLA      
## [48280] DLA       Navy      Air Force Air Force DLA       Air Force Army     
## [48287] Army      Army      Navy      DLA       Air Force Navy      Army     
## [48294] Air Force Navy      DLA       Army      Army      Navy      Army     
## [48301] DLA       Other DoD Army      Navy      Air Force Air Force Army     
## [48308] Air Force Other DoD Army      Other DoD Navy      Navy      Other DoD
## [48315] DLA       Other DoD Army      Air Force DLA       Army      Navy     
## [48322] Air Force Navy      DLA       Army      Navy      DLA       Air Force
## [48329] Air Force Army      Army      DLA       Army      Army      DLA      
## [48336] Army      DLA       Army      Air Force Other DoD Army      Army     
## [48343] Army      Other DoD DLA       Navy      Other DoD Air Force DLA      
## [48350] Army      Navy      Other DoD DLA       Other DoD Army      DLA      
## [48357] Navy      Navy      Navy      Air Force Air Force Air Force Air Force
## [48364] Other DoD Air Force DLA       Navy      Army      Air Force Other DoD
## [48371] Navy      DLA       Other DoD DLA       DLA       DLA       Army     
## [48378] DLA       Air Force Other DoD Air Force Army      Navy      Navy     
## [48385] Army      Navy      Navy      Navy      Other DoD Army      Army     
## [48392] Navy      Air Force DLA       Other DoD Other DoD Navy      Navy     
## [48399] DLA       DLA       Army      Army      DLA       Air Force Air Force
## [48406] Army      Navy      Air Force Army      Army      Army      Army     
## [48413] Army      Army      Navy      Navy      Army      DLA       Air Force
## [48420] Air Force Navy      Navy      Army      DLA       Air Force Other DoD
## [48427] Army      Army      Army      Army      Navy      Navy      Air Force
## [48434] Navy      Air Force Army      Army      Army      Other DoD Army     
## [48441] Navy      Navy      Navy      DLA       Other DoD Air Force DLA      
## [48448] Army      Navy      Navy      Navy      Air Force Army      DLA      
## [48455] Army      Air Force Navy      Army      Navy      Army      Air Force
## [48462] Air Force Other DoD Navy      Air Force Navy      Air Force DLA      
## [48469] Air Force Army      Army      Navy      Army      Navy      Other DoD
## [48476] Army      Navy      DLA       Navy      Air Force Other DoD Air Force
## [48483] Army      DLA       Navy      Air Force Navy      DLA       Army     
## [48490] Air Force Air Force Navy      Other DoD Other DoD Other DoD Air Force
## [48497] Army      Navy      Army      Air Force Army      Navy      Air Force
## [48504] DLA       Air Force Navy      Other DoD Army      DLA       Army     
## [48511] DLA       Air Force DLA       DLA       Army      Navy      DLA      
## [48518] Air Force Air Force Navy      Navy      Navy      Other DoD Navy     
## [48525] Navy      Other DoD DLA       Army      Army      Navy      Navy     
## [48532] Navy      Army      Air Force Air Force Other DoD DLA       Navy     
## [48539] DLA       Army      Other DoD Army      Air Force Army      Navy     
## [48546] Navy      Army      Army      Air Force DLA       Army      Army     
## [48553] Army      Navy      Navy      Army      Army      DLA       Army     
## [48560] Air Force Navy      DLA       Navy      Army      Other DoD Army     
## [48567] Other DoD DLA       DLA       Army      Army      Other DoD Army     
## [48574] Army      Other DoD Navy      Other DoD Navy      Navy      Navy     
## [48581] Air Force DLA       Other DoD DLA       Navy      Air Force Army     
## [48588] Other DoD Army      Air Force Navy      DLA       Navy      Navy     
## [48595] Other DoD Air Force Air Force DLA       Navy      Navy      Army     
## [48602] Air Force Air Force Other DoD DLA       Army      Air Force Navy     
## [48609] Army      Army      Navy      Other DoD Air Force Army      DLA      
## [48616] Army      Army      DLA       Navy      Navy      Air Force Navy     
## [48623] Navy      MDA       Army      Air Force Navy      Other DoD Air Force
## [48630] Navy      Army      Navy      Army      Air Force DLA       Air Force
## [48637] DLA       Navy      Other DoD Other DoD Air Force DLA       Army     
## [48644] Air Force Navy      Navy      MDA       Other DoD Army      Air Force
## [48651] Army      DLA       DLA       Air Force DLA       DLA       Navy     
## [48658] Other DoD Army      Navy      Other DoD Army      Air Force Other DoD
## [48665] Army      Army      Navy      Other DoD DLA       Air Force Army     
## [48672] Air Force Air Force Navy      DLA       Air Force DLA       Army     
## [48679] DLA       Army      DLA       DLA       Air Force Navy      Air Force
## [48686] Navy      Army      Army      Navy      Other DoD Navy      Air Force
## [48693] Army      Navy      DLA       DLA       Army      DLA       Army     
## [48700] Navy      Navy      DLA       Army      Army      Air Force Army     
## [48707] Other DoD Other DoD DLA       Other DoD Air Force Army      Navy     
## [48714] Army      DLA       Navy      Air Force Army      Navy      DLA      
## [48721] Army      DLA       DLA       Army      DLA       Army      Navy     
## [48728] Navy      Army      DLA       DLA       DLA       Navy      DLA      
## [48735] Navy      Air Force Air Force Army      Other DoD Navy      Army     
## [48742] Navy      Army      Navy      Other DoD Air Force DLA       Army     
## [48749] Army      Air Force Navy      Other DoD DLA       Navy      DLA      
## [48756] Navy      DLA       DLA       Army      Navy      Navy      Air Force
## [48763] Navy      Army      Army      Army      Navy      Army      Navy     
## [48770] DLA       Army      Army      Army      Army      Navy      Air Force
## [48777] Air Force Army      Army      Other DoD Army      Navy      Army     
## [48784] Other DoD Army      Navy      Navy      Navy      Air Force DLA      
## [48791] Air Force Navy      Army      Other DoD Navy      Air Force Navy     
## [48798] DLA       Army      Army      Navy      Other DoD Army      Air Force
## [48805] Air Force Navy      Air Force Air Force Army      DLA       Army     
## [48812] Navy      Army      Air Force Army      Navy      Navy      Air Force
## [48819] DLA       Other DoD Air Force DLA       Navy      Army      DLA      
## [48826] Army      Army      Air Force DLA       Air Force Army      Navy     
## [48833] Army      Other DoD Navy      Army      Other DoD Air Force Other DoD
## [48840] Army      DLA       Air Force DLA       Other DoD Navy      DLA      
## [48847] Navy      Army      Army      Air Force Air Force Navy      Navy     
## [48854] Air Force Navy      Navy      Navy      DLA       Army      DLA      
## [48861] Army      Air Force Army      Air Force Other DoD Army      Navy     
## [48868] DLA       DLA       Army      Army      Air Force Other DoD Navy     
## [48875] Army      Army      Navy      Navy      Air Force Air Force Navy     
## [48882] Navy      DLA       Army      Army      Army      Navy      Air Force
## [48889] DLA       Army      Army      Other DoD Other DoD Army      Other DoD
## [48896] DLA       Army      Army      Air Force Air Force Army      DLA      
## [48903] DLA       DLA       Air Force Navy      Army      Navy      Army     
## [48910] DLA       Other DoD Other DoD Army      Army      Air Force Navy     
## [48917] Army      Army      DLA       Navy      Navy      Air Force Navy     
## [48924] Army      Navy      Army      Air Force Air Force Air Force Navy     
## [48931] Other DoD Army      DLA       DLA       Navy      Navy      Army     
## [48938] Army      Army      Air Force Navy      Air Force Navy      DLA      
## [48945] Navy      DLA       Army      Army      DLA       Army      Army     
## [48952] Other DoD Navy      Army      Navy      DLA       Navy      Navy     
## [48959] Air Force DLA       MDA       DLA       Air Force Army      Army     
## [48966] Navy      Navy      DLA       Army      Army      Air Force Army     
## [48973] Army      Navy      Army      DLA       Army      DLA       Air Force
## [48980] Navy      Army      Other DoD Other DoD Navy      DLA       Army     
## [48987] Navy      Navy      Navy      Air Force Army      Other DoD Army     
## [48994] DLA       DLA       Army      DLA       Air Force Army      Army     
## [49001] Navy      Other DoD Navy      Navy      DLA       Army      Army     
## [49008] Air Force DLA       DLA       Air Force DLA       Navy      Army     
## [49015] Navy      Air Force Army      DLA       Army      DLA       Navy     
## [49022] Army      DLA       Army      Air Force DLA       Army      Air Force
## [49029] Air Force Army      Navy      Navy      Navy      Navy      Navy     
## [49036] Navy      Other DoD DLA       Other DoD Army      Air Force Army     
## [49043] DLA       Air Force Navy      Navy      Navy      Navy      DLA      
## [49050] Air Force Army      Air Force Navy      Other DoD Army      DLA      
## [49057] Air Force DLA       DLA       DLA       Army      Army      Army     
## [49064] Navy      DLA       Navy      DLA       Air Force Army      Army     
## [49071] DLA       Army      Other DoD DLA       Army      Army      Other DoD
## [49078] Navy      Other DoD Navy      DLA       Army      Army      Navy     
## [49085] Navy      Navy      Navy      Navy      Navy      Other DoD Army     
## [49092] Other DoD Navy      Navy      Air Force Army      Navy      Army     
## [49099] Air Force Air Force Army      Navy      DLA       Navy      DLA      
## [49106] DLA       Army      Army      Army      Navy      Air Force Navy     
## [49113] Army      Army      Navy      Navy      Air Force Air Force DLA      
## [49120] Navy      Other DoD Air Force Air Force DLA       Air Force Navy     
## [49127] Army      Navy      Army      Air Force Army      Other DoD Air Force
## [49134] Air Force Air Force Navy      Navy      Army      DLA       Navy     
## [49141] Navy      Air Force Army      Army      Navy      Army      Army     
## [49148] Navy      Army      DLA       Navy      Army      Air Force Navy     
## [49155] Army      Army      Navy      Air Force Army      Army      Air Force
## [49162] Army      Other DoD Air Force Air Force DLA       DLA       Army     
## [49169] Navy      DLA       Army      Other DoD Air Force Army      Other DoD
## [49176] Navy      Air Force Air Force Air Force Navy      Air Force Navy     
## [49183] DLA       Air Force Navy      Navy      Army      Navy      Navy     
## [49190] Air Force Navy      Army      DLA       Navy      Navy      Air Force
## [49197] Navy      Navy      Army      Army      Navy      Army      Navy     
## [49204] Other DoD Air Force Navy      DLA       Army      Navy      MDA      
## [49211] DLA       Air Force DLA       Air Force Navy      Army      Army     
## [49218] DLA       Navy      DLA       Navy      Navy      Army      Army     
## [49225] Air Force Army      Navy      Other DoD Navy      Navy      Other DoD
## [49232] DLA       Navy      Army      DLA       Air Force Other DoD Navy     
## [49239] Navy      Army      DLA       Army      Navy      Army      Navy     
## [49246] Navy      DLA       Army      Navy      DLA       Other DoD Navy     
## [49253] Other DoD DLA       Air Force Air Force Navy      DLA       Other DoD
## [49260] Army      Navy      Air Force Other DoD Navy      Air Force Air Force
## [49267] DLA       Navy      MDA       Navy      Navy      Army      Navy     
## [49274] Navy      Air Force Navy      Navy      Army      Air Force Air Force
## [49281] Army      Army      Air Force Other DoD DLA       DLA       Army     
## [49288] Army      Navy      Army      DLA       Other DoD Navy      Air Force
## [49295] Navy      Air Force Air Force Army      Navy      Air Force Army     
## [49302] Navy      Air Force Navy      Navy      Army      Army      Navy     
## [49309] Army      Army      Navy      Navy      Navy      Army      Air Force
## [49316] Other DoD Air Force Army      Navy      DLA       Army      Navy     
## [49323] Army      Navy      Army      Navy      Army      Air Force Army     
## [49330] Navy      Army      Air Force Army      Navy      Other DoD Other DoD
## [49337] Navy      Air Force Other DoD Army      Navy      Other DoD Navy     
## [49344] Army      DLA       Other DoD Other DoD Army      DLA       DLA      
## [49351] Other DoD DLA       Army      Other DoD Army      Navy      Navy     
## [49358] Navy      DLA       MDA       DLA       Air Force Navy      Navy     
## [49365] Navy      Navy      Army      Other DoD Army      Navy      Army     
## [49372] Army      Army      DLA       Navy      Army      DLA       Navy     
## [49379] DLA       Army      Navy      Army      Navy      Army      Navy     
## [49386] Navy      MDA       Army      Army      Army      Navy      Army     
## [49393] Navy      Army      Navy      Air Force DLA       Army      DLA      
## [49400] Army      Army      Army      DLA       DLA       Navy      Army     
## [49407] Navy      DLA       Air Force Army      Army      DLA       Army     
## [49414] Air Force Army      Navy      Navy      Air Force Air Force Navy     
## [49421] Navy      Air Force Army      Other DoD Army      DLA       Army     
## [49428] Navy      Navy      DLA       Army      Army      Navy      DLA      
## [49435] Air Force Air Force Navy      DLA       Navy      Navy      Navy     
## [49442] Air Force DLA       Other DoD Army      Air Force DLA       Navy     
## [49449] Army      Navy      Navy      Air Force Navy      Navy      Other DoD
## [49456] Navy      Navy      Other DoD Navy      Navy      Army      DLA      
## [49463] Navy      DLA       Air Force DLA       Army      Army      Navy     
## [49470] Navy      Air Force Navy      Air Force Army      Navy      Navy     
## [49477] Army      Army      Navy      Navy      Navy      Other DoD Army     
## [49484] Army      Air Force Air Force Navy      Other DoD Army      DLA      
## [49491] DLA       Army      Navy      DLA       Navy      Army      DLA      
## [49498] DLA       Navy      DLA       Navy      Other DoD Navy      DLA      
## [49505] Navy      Army      Navy      Air Force Navy      Navy      Navy     
## [49512] Navy      Air Force Navy      Army      Army      DLA       Navy     
## [49519] DLA       Air Force DLA       Army      Army      Air Force Air Force
## [49526] Air Force Air Force DLA       Army      Army      Army      Air Force
## [49533] Navy      Army      Navy      Air Force Army      Army      Other DoD
## [49540] DLA       Navy      Other DoD Air Force Navy      Air Force Navy     
## [49547] Air Force DLA       Army      Air Force Army      Other DoD Other DoD
## [49554] Air Force DLA       Army      Army      DLA       Army      DLA      
## [49561] Navy      Army      DLA       Air Force Navy      Air Force Navy     
## [49568] Other DoD DLA       Army      Army      Navy      Army      Army     
## [49575] Navy      Air Force Navy      Navy      DLA       Navy      Army     
## [49582] Air Force Air Force Navy      Army      Army      Other DoD Navy     
## [49589] MDA       Army      Other DoD Navy      Navy      Navy      Navy     
## [49596] DLA       DLA       Army      Army      DLA       Air Force DLA      
## [49603] Navy      Army      Air Force DLA       Army      Navy      Army     
## [49610] Army      DLA       Air Force Army      Army      Army      Other DoD
## [49617] Army      DLA       Army      Other DoD Other DoD Army      Army     
## [49624] Other DoD Navy      Navy      Army      Army      Air Force Army     
## [49631] DLA       Air Force Army      DLA       Other DoD Army      Army     
## [49638] DLA       Air Force Navy      Air Force Army      Navy      Army     
## [49645] Army      Army      Other DoD DLA       Navy      Air Force Navy     
## [49652] DLA       Other DoD Army      DLA       Navy      Other DoD Army     
## [49659] Other DoD DLA       DLA       Navy      Army      DLA       Army     
## [49666] Air Force DLA       Navy      Army      Air Force Navy      Army     
## [49673] Navy      DLA       Navy      Army      Army      Air Force Other DoD
## [49680] Army      Navy      Army      Army      DLA       Army      Army     
## [49687] DLA       Navy      DLA       Air Force Army      Army      Navy     
## [49694] Army      DLA       Army      Navy      DLA       Other DoD Army     
## [49701] DLA       Army      Army      DLA       Army      Army      Army     
## [49708] Other DoD Other DoD Army      Navy      DLA       Air Force Army     
## [49715] DLA       Navy      Air Force Army      Air Force Other DoD Navy     
## [49722] DLA       Other DoD Air Force Navy      Air Force Army      Army     
## [49729] Air Force Army      Air Force Army      Air Force Air Force DLA      
## [49736] DLA       Navy      Air Force Army      Air Force Navy      Air Force
## [49743] Army      Air Force Army      Air Force Army      Army      Army     
## [49750] Navy      Army      DLA       Navy      Navy      Army      DLA      
## [49757] Air Force Army      DLA       Army      DLA       DLA       Other DoD
## [49764] Other DoD Other DoD Navy      Navy      Army      Army      Air Force
## [49771] Army      Air Force Navy      DLA       Army      Air Force Army     
## [49778] Army      Navy      Army      Air Force Navy      Air Force Army     
## [49785] Navy      Army      Air Force Navy      Navy      Navy      Other DoD
## [49792] Army      Navy      Navy      DLA       Army      Army      DLA      
## [49799] Army      Other DoD Army      Army      Navy      Navy      Other DoD
## [49806] Navy      Army      Navy      Navy      Air Force Navy      Army     
## [49813] DLA       Army      Navy      Army      Other DoD Army      Air Force
## [49820] Navy      Other DoD Army      Navy      Army      Other DoD Other DoD
## [49827] Navy      Navy      Air Force Army      Air Force Army      Army     
## [49834] Navy      Navy      Navy      Army      DLA       Air Force Navy     
## [49841] Air Force Army      Other DoD Army      Army      DLA       Air Force
## [49848] Air Force Army      Air Force DLA       DLA       Navy      Other DoD
## [49855] Army      Air Force Navy      Air Force Army      Army      Air Force
## [49862] Navy      Army      Air Force Air Force Other DoD Army      Army     
## [49869] Navy      Navy      Navy      Navy      Navy      Army      Air Force
## [49876] Army      Navy      Navy      Army      Army      Air Force Army     
## [49883] Navy      Army      Other DoD Other DoD Air Force Army      Navy     
## [49890] Navy      Navy      Navy      Navy      Army      Air Force Navy     
## [49897] Army      Navy      DLA       Navy      Navy      Other DoD Army     
## [49904] Army      Navy      Air Force Navy      Navy      Other DoD Other DoD
## [49911] Navy      DLA       Other DoD Army      DLA       Navy      Army     
## [49918] Navy      Army      Army      Army      DLA       Army      Air Force
## [49925] Army      DLA       Air Force DLA       Navy      Army      Other DoD
## [49932] Army      Air Force Navy      Navy      Other DoD Army      DLA      
## [49939] Army      Air Force DLA       Army      Air Force Navy      Air Force
## [49946] Navy      Navy      DLA       DLA       Air Force Navy      Army     
## [49953] Army      Navy      Army      Navy      DLA       Air Force Army     
## [49960] Army      Navy      Air Force Other DoD DLA       Air Force Navy     
## [49967] Air Force Army      Navy      Other DoD Other DoD Army      DLA      
## [49974] Other DoD DLA       Navy      Navy      Army      DLA       Army     
## [49981] Navy      Army      Army      Navy      Army      Army      Army     
## [49988] Navy      Air Force DLA       DLA       Air Force Army      Air Force
## [49995] Navy      DLA       Air Force Air Force Air Force Army      Navy     
## [50002] Navy      Air Force Navy      DLA       Other DoD Army      Navy     
## [50009] Army      Navy      Army      Air Force DLA       Air Force Air Force
## [50016] Air Force DLA       Air Force Army      Air Force Air Force Army     
## [50023] Navy      Air Force Other DoD Air Force Air Force Navy      Air Force
## [50030] Navy      Navy      Air Force Navy      Navy      Navy      Army     
## [50037] Navy      Navy      Army      Army      Other DoD Air Force DLA      
## [50044] Navy      Army      Air Force DLA       Army      DLA       Navy     
## [50051] Army      Navy      Other DoD Navy      Army      DLA       Army     
## [50058] Air Force Navy      Navy      DLA       Navy      Army      Army     
## [50065] Army      DLA       DLA       MDA       Navy      Army      DLA      
## [50072] DLA       Army      Other DoD Other DoD Air Force DLA       DLA      
## [50079] Army      Navy      Air Force Air Force Other DoD Army      Army     
## [50086] Army      Army      Air Force Navy      Navy      Army      Army     
## [50093] Navy      Army      DLA       DLA       Navy      DLA       DLA      
## [50100] DLA       Army      Army      DLA       Navy      Navy      Navy     
## [50107] Air Force Air Force Air Force DLA       Navy      Air Force Air Force
## [50114] Other DoD Navy      Army      Army      Air Force Navy      Other DoD
## [50121] DLA       Air Force Air Force DLA       Navy      Army      Army     
## [50128] Air Force DLA       Navy      Other DoD Air Force Other DoD Other DoD
## [50135] DLA       Army      Other DoD Air Force Air Force Army      DLA      
## [50142] Other DoD Army      Air Force Army      Navy      Air Force Army     
## [50149] Air Force Army      Army      Army      Navy      Air Force Army     
## [50156] Army      Army      MDA       Other DoD Other DoD DLA       Navy     
## [50163] Other DoD Air Force Navy      Navy      Navy      Navy      Navy     
## [50170] Air Force Other DoD Navy      DLA       Other DoD Army      Navy     
## [50177] Navy      Other DoD Other DoD Air Force Army      Navy      DLA      
## [50184] Air Force DLA       Air Force Army      Army      Other DoD Army     
## [50191] Air Force Other DoD DLA       Air Force Other DoD Other DoD Navy     
## [50198] DLA       Army      Army      Army      Other DoD DLA       Army     
## [50205] Army      Air Force Army      Army      Navy      Army      Other DoD
## [50212] Air Force Army      Air Force DLA       Navy      Air Force DLA      
## [50219] DLA       Other DoD DLA       Other DoD DLA       Air Force Air Force
## [50226] Navy      Navy      Navy      Other DoD Army      Navy      Air Force
## [50233] Navy      Army      Navy      Other DoD Navy      Navy      Army     
## [50240] Navy      Navy      Army      Army      Air Force Navy      Other DoD
## [50247] Air Force Army      Air Force Navy      DLA       DLA       Army     
## [50254] Navy      DLA       Air Force Army      Other DoD Navy      Army     
## [50261] Army      Navy      Navy      Other DoD Army      Army      Air Force
## [50268] Army      Army      Air Force Army      Army      Other DoD Air Force
## [50275] Navy      Air Force DLA       Air Force Navy      Navy      Army     
## [50282] Navy      Air Force Navy      Navy      Army      Navy      Navy     
## [50289] Air Force Army      Army      Other DoD Air Force Navy      Air Force
## [50296] DLA       Army      Navy      DLA       Army      Army      Navy     
## [50303] Army      Army      Air Force Other DoD DLA       Air Force Other DoD
## [50310] Army      Army      DLA       Army      Other DoD Navy      Army     
## [50317] Navy      Navy      DLA       Army      Air Force MDA       Army     
## [50324] Navy      Navy      Other DoD Army      DLA       Navy      Army     
## [50331] Army      DLA       Other DoD DLA       Navy      Army      Air Force
## [50338] Army      Army      Air Force Army      Air Force Other DoD Navy     
## [50345] Other DoD Air Force Army      Navy      Air Force Air Force Army     
## [50352] Army      Navy      Navy      Navy      DLA       Army      Air Force
## [50359] DLA       Air Force Navy      Army      Navy      Army      Army     
## [50366] Air Force Navy      Other DoD Army      Army      Navy      Other DoD
## [50373] Army      Other DoD Navy      Army      DLA       DLA       DLA      
## [50380] Air Force Army      Navy      Other DoD Army      Army      Army     
## [50387] Air Force Navy      Air Force Navy      Navy      Army      Navy     
## [50394] Other DoD Army      Navy      Army      DLA       Navy      Other DoD
## [50401] DLA       Air Force Navy      Army      Army      Other DoD Army     
## [50408] Other DoD Army      Army      Navy      Army      Navy      Army     
## [50415] Other DoD Other DoD Army      Army      Navy      Army      Air Force
## [50422] Air Force Air Force Air Force Navy      Air Force Army      Navy     
## [50429] Army      Navy      Army      Navy      Army      Air Force Army     
## [50436] DLA       Navy      Army      Other DoD Navy      Navy      Navy     
## [50443] DLA       Army      Navy      Army      Other DoD Army      Navy     
## [50450] Navy      DLA       DLA       Army      Navy      DLA       Navy     
## [50457] DLA       Other DoD Army      Navy      Navy      Air Force Army     
## [50464] DLA       Navy      Army      Navy      Air Force Navy      Army     
## [50471] Army      Air Force Air Force Navy      Other DoD Navy      Air Force
## [50478] Navy      Air Force Army      Navy      DLA       Air Force Army     
## [50485] Navy      Navy      Navy      Navy      Army      Army      Army     
## [50492] Navy      DLA       DLA       DLA       Other DoD Army      Other DoD
## [50499] DLA       Navy      Army      Air Force Army      Navy      MDA      
## [50506] Army      Army      DLA       Air Force Navy      Air Force Navy     
## [50513] Air Force Army      Navy      Navy      Other DoD Navy      DLA      
## [50520] Army      DLA       Navy      Air Force Army      Navy      Navy     
## [50527] Air Force Navy      Air Force Army      Navy      Navy      Army     
## [50534] Navy      DLA       Navy      Air Force Navy      Army      Navy     
## [50541] DLA       Navy      Army      Navy      Other DoD Army      Air Force
## [50548] Army      Navy      Navy      DLA       Air Force Army      Army     
## [50555] Navy      Air Force Army      Army      Army      Army      Army     
## [50562] DLA       Other DoD Navy      Army      Navy      Navy      Navy     
## [50569] Army      Air Force DLA       Army      Other DoD Air Force Other DoD
## [50576] Air Force DLA       Army      Army      DLA       Air Force Army     
## [50583] Army      Army      Army      Other DoD Other DoD Army      Navy     
## [50590] Other DoD Other DoD Army      DLA       Navy      Air Force Other DoD
## [50597] Navy      DLA       Navy      Army      Navy      Army      Army     
## [50604] Other DoD Air Force Other DoD Air Force Army      Navy      Other DoD
## [50611] Army      Navy      Navy      DLA       Army      Air Force DLA      
## [50618] Air Force Other DoD Navy      Army      Navy      Navy      Air Force
## [50625] Army      Air Force Other DoD DLA       Navy      Air Force Army     
## [50632] Navy      Army      DLA       Army      Air Force Navy      DLA      
## [50639] Air Force Navy      Other DoD Army      Navy      Army      Navy     
## [50646] Navy      Navy      Other DoD DLA       Navy      Other DoD Navy     
## [50653] Navy      Navy      Army      Navy      Navy      Army      Army     
## [50660] Air Force Navy      Army      Army      Army      Army      Other DoD
## [50667] Other DoD Air Force Air Force DLA       Air Force Army      Navy     
## [50674] Air Force DLA       Army      DLA       Other DoD Army      Army     
## [50681] Air Force Navy      Air Force Army      Army      Air Force Other DoD
## [50688] Army      Army      Navy      Army      Army      Air Force Army     
## [50695] DLA       Navy      Air Force Other DoD Navy      Navy      Other DoD
## [50702] Army      Army      Air Force DLA       DLA       Navy      Army     
## [50709] Navy      Air Force Navy      Army      Navy      Navy      Navy     
## [50716] Army      Air Force Other DoD Army      Army      Navy      DLA      
## [50723] Other DoD DLA       Air Force Army      Air Force DLA       DLA      
## [50730] Army      Army      Navy      DLA       DLA       Navy      Air Force
## [50737] Air Force Other DoD Air Force Army      DLA       Army      Navy     
## [50744] Army      Army      DLA       Navy      Navy      Other DoD Army     
## [50751] Navy      Army      DLA       Army      Navy      Other DoD Air Force
## [50758] Air Force DLA       DLA       Army      Army      Army      Army     
## [50765] Army      Army      Air Force Air Force Navy      Navy      Army     
## [50772] Air Force Air Force Navy      MDA       Army      DLA       Army     
## [50779] Other DoD Army      Navy      Air Force Other DoD Air Force Air Force
## [50786] Air Force Army      Army      Army      Army      DLA       Air Force
## [50793] Army      Other DoD Navy      Navy      Navy      Army      Army     
## [50800] Navy      Navy      DLA       DLA       Air Force Air Force Navy     
## [50807] Air Force Army      DLA       Army      Army      Air Force Air Force
## [50814] Navy      Other DoD Army      Navy      Navy      Army      Air Force
## [50821] DLA       Navy      Air Force Army      Army      DLA       Army     
## [50828] Navy      Navy      Air Force DLA       Air Force DLA       Navy     
## [50835] Army      Navy      DLA       Navy      Navy      Army      Army     
## [50842] Air Force Air Force Army      Army      Navy      Air Force Army     
## [50849] Army      DLA       Other DoD DLA       Army      Air Force Air Force
## [50856] Air Force Army      Navy      Other DoD DLA       Air Force Air Force
## [50863] Air Force Navy      Army      Navy      Army      Air Force Air Force
## [50870] Other DoD DLA       Army      Air Force Navy      Air Force Army     
## [50877] DLA       Army      Air Force Army      Navy      Navy      Army     
## [50884] Navy      Army      DLA       Navy      Army      Navy      Other DoD
## [50891] DLA       Army      Navy      DLA       Air Force Other DoD Army     
## [50898] Other DoD Army      Army      Other DoD Navy      Army      Other DoD
## [50905] Air Force Navy      Air Force Army      Army      Navy      Other DoD
## [50912] Navy      DLA       Other DoD Army      Army      Air Force Army     
## [50919] Air Force Air Force Other DoD Army      Other DoD Army      Navy     
## [50926] Air Force Air Force Army      Air Force Army      DLA       Army     
## [50933] Army      Air Force Air Force Army      Army      Air Force Army     
## [50940] Navy      DLA       Other DoD Air Force Army      Air Force Army     
## [50947] Navy      Navy      Navy      DLA       Navy      Air Force Other DoD
## [50954] Army      Army      Navy      DLA       Navy      Army      Navy     
## [50961] Army      Army      Navy      Navy      Other DoD Navy      Army     
## [50968] Navy      Air Force DLA       DLA       Navy      Army      Other DoD
## [50975] Army      Army      Air Force DLA       Army      Navy      Air Force
## [50982] Air Force Air Force Air Force Navy      Air Force Navy      Army     
## [50989] Navy      Navy      DLA       DLA       Navy      Air Force Army     
## [50996] DLA       Army      Army      Navy      Air Force Navy      DLA      
## [51003] Air Force Other DoD Other DoD Army      Navy      Air Force Navy     
## [51010] DLA       Navy      Army      DLA       Army      Other DoD DLA      
## [51017] Navy      DLA       Navy      Army      Army      Navy      Air Force
## [51024] Army      Navy      Navy      Army      Navy      Navy      DLA      
## [51031] Army      Air Force Army      DLA       Army      Navy      DLA      
## [51038] Navy      Navy      Air Force Navy      Navy      Navy      Navy     
## [51045] Air Force Navy      Navy      Army      Army      Air Force Army     
## [51052] Navy      Army      Navy      Army      Army      Air Force Air Force
## [51059] Other DoD Navy      Navy      Navy      Navy      Navy      Army     
## [51066] Navy      Army      Air Force Air Force Army      Air Force Navy     
## [51073] DLA       DLA       Navy      Army      Navy      Army      Army     
## [51080] DLA       Navy      Army      Army      DLA       Air Force DLA      
## [51087] Navy      Navy      Other DoD Other DoD Air Force Navy      DLA      
## [51094] Army      Army      Air Force Air Force Navy      Army      Air Force
## [51101] Army      Air Force Army      Other DoD Army      Air Force Navy     
## [51108] Navy      Navy      Navy      Army      DLA       Navy      Army     
## [51115] Navy      Air Force Other DoD Air Force Army      DLA       Navy     
## [51122] Navy      Air Force Navy      Navy      Air Force Air Force Other DoD
## [51129] Army      Navy      Air Force Army      Navy      Navy      Navy     
## [51136] DLA       Army      Air Force Navy      Navy      Air Force Navy     
## [51143] Air Force Army      Air Force Army      Air Force Navy      DLA      
## [51150] Army      Navy      Navy      Army      Air Force Air Force Army     
## [51157] Army      DLA       Air Force Navy      DLA       Navy      DLA      
## [51164] Other DoD DLA       Air Force Navy      DLA       Navy      Army     
## [51171] DLA       Army      Navy      Air Force Army      DLA       Army     
## [51178] Navy      Army      Air Force Army      DLA       Navy      Navy     
## [51185] Army      Army      Air Force Navy      Other DoD DLA       Army     
## [51192] Air Force Army      Navy      Navy      Army      Air Force Army     
## [51199] Army      Army      Army      Army      Army      Air Force Navy     
## [51206] Other DoD Navy      Air Force Air Force Air Force Army      Army     
## [51213] Navy      Army      Navy      Air Force Navy      Other DoD Army     
## [51220] Navy      DLA       Navy      Navy      Army      Air Force Army     
## [51227] Other DoD Air Force Army      Army      Army      Army      Army     
## [51234] Army      Navy      DLA       Army      Navy      Navy      Army     
## [51241] Navy      Navy      Army      Other DoD Navy      Navy      Navy     
## [51248] Navy      Navy      Army      Army      Army      Other DoD DLA      
## [51255] Other DoD Navy      Army      Navy      Navy      Navy      DLA      
## [51262] Army      Air Force Army      Army      DLA       Air Force Air Force
## [51269] DLA       Navy      Army      Army      Army      DLA       Air Force
## [51276] Army      Army      DLA       DLA       Other DoD Air Force Army     
## [51283] Navy      Navy      Navy      Navy      Army      Army      Army     
## [51290] DLA       Army      Air Force Air Force Navy      Navy      Army     
## [51297] Air Force Army      Navy      Army      Other DoD DLA       Air Force
## [51304] Other DoD DLA       Air Force Navy      Army      Other DoD Navy     
## [51311] Army      Navy      Air Force Army      Army      Navy      Navy     
## [51318] DLA       Air Force Navy      Army      Army      Navy      Air Force
## [51325] Navy      Army      Army      Air Force Navy      Navy      Air Force
## [51332] Army      Air Force Other DoD Other DoD Army      DLA       Navy     
## [51339] Navy      Army      Other DoD Army      Navy      Navy      Air Force
## [51346] Air Force DLA       Army      Navy      Army      Navy      Navy     
## [51353] Navy      Army      DLA       Army      Other DoD Navy      Army     
## [51360] Navy      MDA       Army      Navy      Navy      Army      Army     
## [51367] Navy      Army      Navy      Army      Navy      DLA       Army     
## [51374] Air Force Army      Army      Army      DLA       Air Force Army     
## [51381] Air Force DLA       Navy      Army      DLA       Air Force Air Force
## [51388] Other DoD DLA       DLA       Air Force Navy      Navy      Army     
## [51395] DLA       Other DoD Air Force Army      Air Force Air Force Army     
## [51402] Navy      Navy      DLA       Air Force Army      Army      Air Force
## [51409] Other DoD Air Force Army      Army      Navy      DLA       Air Force
## [51416] Army      DLA       Other DoD Navy      Navy      Air Force Air Force
## [51423] Navy      Other DoD Army      Navy      Other DoD DLA       Air Force
## [51430] DLA       Army      DLA       Air Force DLA       Navy      Air Force
## [51437] Army      Army      Other DoD DLA       Air Force Air Force Other DoD
## [51444] Other DoD Air Force Air Force Air Force Army      Navy      Army     
## [51451] Air Force DLA       Army      Air Force Army      Air Force Other DoD
## [51458] Air Force Other DoD Air Force Army      Air Force Air Force Navy     
## [51465] Air Force Other DoD Air Force Navy      Navy      DLA       Air Force
## [51472] Other DoD Navy      Navy      Army      Navy      Air Force Navy     
## [51479] Navy      Air Force Army      DLA       DLA       Navy      Navy     
## [51486] Navy      Other DoD Navy      DLA       Air Force DLA       Other DoD
## [51493] Army      Army      DLA       Air Force Navy      Navy      Air Force
## [51500] Navy      Other DoD Navy      Army      Air Force Air Force Air Force
## [51507] Other DoD Air Force Navy      Army      Other DoD Other DoD Other DoD
## [51514] Army      Navy      Army      Army      Navy      DLA       Air Force
## [51521] Army      Army      Air Force Navy      Navy      Army      Air Force
## [51528] Navy      Air Force DLA       Navy      Other DoD DLA       Army     
## [51535] DLA       Army      Army      Air Force Navy      Air Force Army     
## [51542] Navy      Army      Air Force Army      DLA       Air Force Navy     
## [51549] Other DoD Navy      Army      Navy      Air Force Air Force Army     
## [51556] Army      Air Force Army      Army      Air Force Other DoD Army     
## [51563] DLA       Navy      Army      Army      Air Force Air Force Army     
## [51570] Navy      Army      Army      DLA       Air Force Navy      Army     
## [51577] Air Force Navy      DLA       Other DoD Navy      Air Force DLA      
## [51584] Navy      Navy      Army      Army      Army      Navy      Other DoD
## [51591] Air Force Other DoD Army      Navy      Army      Army      Navy     
## [51598] Air Force Navy      Navy      Army      Army      Navy      Navy     
## [51605] Army      Air Force Army      Navy      Navy      Air Force Navy     
## [51612] Navy      Other DoD DLA       Army      Army      Air Force DLA      
## [51619] Navy      Army      Navy      DLA       Navy      Navy      Army     
## [51626] Navy      Army      Army      Army      Army      Air Force DLA      
## [51633] Navy      Air Force Navy      Navy      Navy      Army      Army     
## [51640] Air Force Army      Army      DLA       Army      Air Force Navy     
## [51647] Army      Navy      Navy      DLA       DLA       DLA       DLA      
## [51654] Navy      DLA       Navy      Army      Air Force Air Force Navy     
## [51661] Air Force Air Force Army      Army      Army      Navy      Air Force
## [51668] Navy      Army      Navy      Army      Navy      Air Force Navy     
## [51675] Navy      Navy      Army      Navy      Army      Navy      DLA      
## [51682] Army      Air Force Other DoD DLA       Navy      Navy      Army     
## [51689] Air Force DLA       Navy      Army      Air Force Navy      Navy     
## [51696] Other DoD Other DoD Air Force Other DoD Air Force Navy      DLA      
## [51703] Army      DLA       Army      Air Force Navy      DLA       Air Force
## [51710] Air Force Army      Air Force Navy      Army      Navy      Navy     
## [51717] Air Force DLA       DLA       Other DoD Navy      Navy      Air Force
## [51724] DLA       Navy      Army      Army      Other DoD Air Force Army     
## [51731] Air Force Army      Navy      Navy      Navy      Other DoD Army     
## [51738] Navy      DLA       Army      Navy      Air Force Army      Air Force
## [51745] Army      DLA       Army      DLA       Air Force DLA       Air Force
## [51752] Air Force Army      DLA       Navy      DLA       Army      Air Force
## [51759] Navy      Navy      Air Force Other DoD Navy      Army      Army     
## [51766] Navy      Navy      Air Force Air Force Army      Navy      Navy     
## [51773] Air Force Army      Army      Other DoD Other DoD Army      Navy     
## [51780] Other DoD Navy      DLA       DLA       DLA       Navy      Army     
## [51787] Navy      Army      DLA       Navy      DLA       Air Force Navy     
## [51794] Navy      Navy      Army      Army      Navy      Army      MDA      
## [51801] Other DoD Army      Army      Navy      Navy      Navy      Navy     
## [51808] Army      Navy      Other DoD Army      Air Force Navy      DLA      
## [51815] Air Force Army      Army      Other DoD Navy      Navy      Army     
## [51822] Army      Air Force Navy      Navy      Navy      DLA       Army     
## [51829] Air Force Army      Army      Navy      Other DoD Air Force Air Force
## [51836] Army      Other DoD Other DoD Army      Other DoD Army      Navy     
## [51843] Navy      Navy      Other DoD Army      Navy      Navy      Air Force
## [51850] Army      Army      Air Force Navy      Other DoD Air Force Navy     
## [51857] MDA       Army      Other DoD Army      Air Force Army      Navy     
## [51864] Navy      Army      Army      Air Force Other DoD Navy      Air Force
## [51871] Air Force Navy      Army      DLA       Air Force Army      DLA      
## [51878] Other DoD DLA       Other DoD Army      Navy      DLA       Army     
## [51885] Navy      Navy      Army      Army      Army      Navy      Navy     
## [51892] Other DoD Navy      Other DoD Army      Air Force Navy      Navy     
## [51899] Other DoD Navy      Navy      Navy      Army      Navy      Army     
## [51906] Air Force Navy      Army      Air Force Army      Army      Air Force
## [51913] DLA       Army      Army      Other DoD Army      Air Force Navy     
## [51920] Air Force Army      Air Force Army      Army      DLA       Other DoD
## [51927] Navy      Navy      Other DoD Other DoD Air Force DLA       Air Force
## [51934] Army      Navy      Army      Air Force Navy      Air Force Army     
## [51941] Navy      Other DoD Air Force DLA       Navy      Army      Navy     
## [51948] Air Force Navy      Air Force Navy      DLA       Other DoD Army     
## [51955] Air Force DLA       Air Force Army      Army      Air Force Navy     
## [51962] DLA       Army      Air Force Army      Air Force Navy      Other DoD
## [51969] Army      Army      Navy      Navy      Navy      Navy      Navy     
## [51976] Army      Navy      Army      Air Force Navy      Air Force Army     
## [51983] DLA       Army      Navy      Army      Army      Army      Army     
## [51990] Navy      Army      Army      Army      DLA       Air Force DLA      
## [51997] Army      Army      Other DoD Air Force Other DoD Army      Navy     
## [52004] Army      Army      Air Force Army      Air Force Army      Navy     
## [52011] Air Force Navy      DLA       Army      Air Force DLA       Air Force
## [52018] Other DoD DLA       Air Force Other DoD Air Force Navy      Army     
## [52025] Navy      Navy      Other DoD Navy      Navy      Navy      Army     
## [52032] Navy      Air Force Air Force Army      Army      Navy      Army     
## [52039] Army      Other DoD Army      Army      DLA       Army      DLA      
## [52046] Navy      Air Force Navy      Army      Army      DLA       Navy     
## [52053] Army      DLA       DLA       DLA       Army      DLA       Navy     
## [52060] Army      Navy      Army      Navy      Army      DLA       Other DoD
## [52067] Army      Army      Air Force Navy      Air Force Army      DLA      
## [52074] Other DoD Navy      Army      Navy      Army      Army      Army     
## [52081] Army      Air Force Navy      DLA       Navy      Navy      DLA      
## [52088] Air Force Army      DLA       Army      Army      Army      Air Force
## [52095] DLA       DLA       Navy      Other DoD Army      Navy      Other DoD
## [52102] Army      Army      Navy      Navy      Navy      Army      Navy     
## [52109] Navy      DLA       Air Force Navy      DLA       Navy      Navy     
## [52116] Army      Navy      Navy      Air Force Army      Other DoD DLA      
## [52123] Navy      Army      Navy      Army      Navy      Army      Army     
## [52130] Air Force Air Force Navy      Army      Navy      Navy      DLA      
## [52137] Army      Air Force Navy      DLA       DLA       Navy      Air Force
## [52144] Other DoD Army      Army      Air Force Navy      Army      Navy     
## [52151] Army      Army      Air Force Army      Navy      Air Force Navy     
## [52158] Navy      Navy      Air Force Air Force Navy      Air Force Army     
## [52165] Navy      Navy      Air Force Navy      Army      Other DoD Navy     
## [52172] Army      Navy      Army      Navy      Navy      Navy      Navy     
## [52179] Air Force Army      Navy      Air Force Other DoD Army      Other DoD
## [52186] Army      Army      Air Force Army      Navy      Navy      Other DoD
## [52193] Army      Other DoD Navy      Army      Army      Navy      Army     
## [52200] Army      Army      Army      Air Force Navy      Air Force Air Force
## [52207] DLA       Other DoD Army      DLA       Air Force Army      Army     
## [52214] Army      Army      DLA       Navy      Air Force Air Force Air Force
## [52221] Army      Navy      Navy      DLA       Navy      Army      Navy     
## [52228] Navy      Army      Army      Army      DLA       Air Force Navy     
## [52235] DLA       Army      Navy      Navy      Other DoD Navy      DLA      
## [52242] Navy      Army      Other DoD Navy      Army      Army      DLA      
## [52249] DLA       Other DoD DLA       Navy      Air Force Air Force Army     
## [52256] Other DoD Navy      Army      Other DoD Air Force Army      Navy     
## [52263] DLA       Navy      Air Force Army      Navy      DLA       Air Force
## [52270] Army      DLA       DLA       Army      Air Force Army      Other DoD
## [52277] Navy      Army      Navy      Air Force Army      Air Force DLA      
## [52284] DLA       Navy      Air Force Navy      DLA       Army      Navy     
## [52291] Air Force Navy      Air Force Army      Other DoD Army      Air Force
## [52298] Air Force Air Force Air Force Air Force Other DoD DLA       Army     
## [52305] Navy      DLA       Navy      Navy      Army      Navy      Army     
## [52312] Air Force DLA       Navy      Army      Army      Other DoD Army     
## [52319] Army      Army      Navy      Other DoD Army      Navy      Army     
## [52326] Navy      Army      Army      Army      DLA       Navy      Air Force
## [52333] DLA       Navy      Army      Navy      Other DoD Air Force Navy     
## [52340] Army      Army      Navy      DLA       Army      Air Force DLA      
## [52347] Air Force Air Force Navy      Army      Air Force Navy      DLA      
## [52354] Other DoD Air Force Army      Other DoD Army      Other DoD Army     
## [52361] Army      Navy      Army      Navy      Other DoD Army      Army     
## [52368] Army      Army      Other DoD Navy      Air Force Air Force Navy     
## [52375] Air Force Other DoD Army      Army      Army      Navy      Other DoD
## [52382] Air Force Army      DLA       Army      Other DoD Air Force Army     
## [52389] Navy      Air Force Army      DLA       Army      DLA       Other DoD
## [52396] Army      Army      Other DoD Navy      DLA       Army      Navy     
## [52403] Navy      Navy      Navy      Army      Navy      DLA       DLA      
## [52410] DLA       Air Force Navy      Army      Air Force Navy      Army     
## [52417] Air Force Navy      Army      Air Force Navy      Army      Army     
## [52424] DLA       Other DoD DLA       DLA       Other DoD Air Force Navy     
## [52431] Air Force Army      Other DoD Navy      Army      Navy      DLA      
## [52438] Other DoD Army      Navy      Army      DLA       DLA       Army     
## [52445] Army      DLA       Other DoD Air Force Army      Army      DLA      
## [52452] Navy      DLA       Army      Air Force Navy      Air Force Other DoD
## [52459] DLA       Navy      Air Force Other DoD Army      Navy      Navy     
## [52466] Air Force Navy      Air Force DLA       Army      Army      Army     
## [52473] Army      Other DoD Army      Air Force DLA       DLA       Navy     
## [52480] Army      Navy      DLA       Other DoD Navy      Army      Air Force
## [52487] DLA       Air Force Other DoD Army      Navy      DLA       Air Force
## [52494] Navy      Army      Army      Army      Air Force Other DoD Navy     
## [52501] Air Force DLA       Navy      Army      Other DoD Army      Navy     
## [52508] Other DoD Other DoD Army      Navy      Navy      Air Force Navy     
## [52515] Army      Air Force Air Force Air Force Air Force Navy      Navy     
## [52522] Air Force Navy      Air Force Army      Army      DLA       Other DoD
## [52529] Army      DLA       Army      Army      Army      Air Force Army     
## [52536] DLA       Other DoD Navy      Army      Navy      Navy      Other DoD
## [52543] Navy      DLA       Other DoD Navy      Army      Navy      Navy     
## [52550] Navy      Army      Navy      Army      Other DoD Army      Army     
## [52557] Army      Navy      Navy      Army      Navy      Navy      Navy     
## [52564] Air Force Air Force Other DoD Army      Navy      Air Force Navy     
## [52571] Air Force Other DoD Navy      DLA       DLA       Army      Air Force
## [52578] Other DoD Air Force Air Force Army      Navy      DLA       Army     
## [52585] Army      Other DoD Army      Other DoD Air Force Army      Army     
## [52592] Army      DLA       Other DoD Navy      DLA       Navy      Army     
## [52599] Army      DLA       Navy      Other DoD Air Force Army      Army     
## [52606] Navy      Army      DLA       Navy      Air Force DLA       Navy     
## [52613] Navy      Army      Air Force DLA       Navy      DLA       Army     
## [52620] Army      Army      DLA       Army      Air Force Air Force Navy     
## [52627] Navy      Other DoD DLA       Army      Air Force Navy      Army     
## [52634] Air Force Army      Air Force Army      Air Force Army      Army     
## [52641] Army      Air Force Air Force Air Force Navy      Navy      DLA      
## [52648] Navy      Navy      DLA       Army      DLA       Army      Navy     
## [52655] Air Force Air Force Army      Navy      Navy      Air Force Navy     
## [52662] Army      Navy      Navy      Air Force Army      Navy      Navy     
## [52669] Army      DLA       Air Force Air Force Army      DLA       Navy     
## [52676] Army      DLA       Navy      DLA       DLA       Other DoD DLA      
## [52683] DLA       Air Force DLA       Other DoD Army      DLA       Army     
## [52690] Navy      Navy      Air Force Navy      Air Force Other DoD Army     
## [52697] DLA       Air Force Navy      Air Force MDA       Air Force Army     
## [52704] Army      DLA       Air Force Navy      Other DoD Air Force Army     
## [52711] Air Force Other DoD Air Force DLA       Army      Navy      Navy     
## [52718] DLA       Army      DLA       Army      Army      Navy      Navy     
## [52725] Other DoD DLA       Navy      Army      Army      Navy      Other DoD
## [52732] Air Force Navy      Army      Army      Army      Army      Navy     
## [52739] Navy      Navy      DLA       Air Force DLA       Army      Air Force
## [52746] DLA       DLA       Other DoD Navy      Navy      DLA       DLA      
## [52753] Air Force Navy      Navy      Navy      Other DoD DLA       DLA      
## [52760] Air Force Navy      DLA       Other DoD Navy      Army      Other DoD
## [52767] Air Force Army      Air Force Navy      Air Force DLA       Navy     
## [52774] DLA       Air Force Navy      Navy      Army      Navy      DLA      
## [52781] Air Force Air Force Other DoD Navy      Navy      Other DoD DLA      
## [52788] Navy      Air Force Navy      Army      Other DoD Air Force Army     
## [52795] Air Force Navy      Army      Air Force Navy      DLA       Other DoD
## [52802] Army      Other DoD Air Force Air Force Air Force Air Force Air Force
## [52809] Navy      Navy      Air Force Army      Navy      Other DoD Army     
## [52816] Air Force Air Force Army      Navy      Navy      Navy      Army     
## [52823] Other DoD Navy      Navy      Army      Navy      DLA       Army     
## [52830] Navy      DLA       Other DoD Air Force Air Force Navy      DLA      
## [52837] Navy      Navy      Army      Army      Army      Army      Army     
## [52844] Air Force Navy      DLA       Other DoD Army      Army      Army     
## [52851] DLA       Army      Army      Army      Navy      Army      Army     
## [52858] Army      Air Force DLA       Navy      DLA       Air Force DLA      
## [52865] Air Force Army      Navy      DLA       DLA       Navy      Army     
## [52872] Other DoD Air Force Other DoD Navy      DLA       Navy      Navy     
## [52879] Navy      Air Force Army      DLA       Navy      DLA       Navy     
## [52886] Navy      Army      Navy      Navy      Navy      Air Force Air Force
## [52893] Other DoD Other DoD Army      Navy      Air Force Air Force Navy     
## [52900] Air Force Army      Army      DLA       Army      Air Force Army     
## [52907] Army      Navy      Army      DLA       Other DoD Air Force DLA      
## [52914] Army      DLA       Other DoD Other DoD Army      Army      Army     
## [52921] Navy      DLA       Army      Air Force Air Force Army      DLA      
## [52928] Army      DLA       Army      Other DoD DLA       Navy      Navy     
## [52935] Army      Other DoD Navy      Navy      DLA       Air Force Navy     
## [52942] Other DoD MDA       Navy      Navy      Army      Navy      Air Force
## [52949] Navy      Army      Navy      DLA       Air Force DLA       DLA      
## [52956] Navy      Navy      Navy      Army      Navy      Air Force Air Force
## [52963] DLA       Air Force Navy      DLA       Navy      Navy      Navy     
## [52970] Navy      Navy      Air Force Air Force Army      Navy      Air Force
## [52977] Army      Air Force Air Force Other DoD Army      DLA       Army     
## [52984] Army      Army      DLA       Air Force Air Force Army      Air Force
## [52991] Navy      Air Force DLA       DLA       DLA       Army      Air Force
## [52998] Other DoD Air Force Navy      DLA       Army      Navy      Navy     
## [53005] DLA       Other DoD Army      Navy      Air Force Air Force Navy     
## [53012] Other DoD Navy      Army      Navy      Navy      Army      Army     
## [53019] Navy      Army      Navy      Other DoD Air Force Navy      Air Force
## [53026] Army      Navy      Air Force Air Force Army      Army      Army     
## [53033] Air Force Air Force Army      Navy      Navy      DLA       Army     
## [53040] DLA       Other DoD Army      Navy      DLA       DLA       Air Force
## [53047] Army      Navy      Other DoD DLA       Navy      Army      Army     
## [53054] Navy      DLA       Army      Navy      DLA       Other DoD Navy     
## [53061] Army      Navy      Army      Navy      Army      Air Force DLA      
## [53068] Navy      DLA       Army      Air Force Army      DLA       Other DoD
## [53075] Navy      Navy      Army      Navy      Army      Air Force Navy     
## [53082] Navy      Army      DLA       Navy      Army      Army      Other DoD
## [53089] Other DoD Navy      Other DoD DLA       Navy      Army      Navy     
## [53096] MDA       Army      Air Force Navy      Air Force MDA       DLA      
## [53103] Navy      Air Force Army      Army      Army      Air Force Navy     
## [53110] Army      Navy      Army      Army      Navy      Army      Army     
## [53117] Navy      Army      DLA       Navy      Air Force Army      Air Force
## [53124] Navy      Army      Navy      Air Force Air Force Navy      Other DoD
## [53131] Air Force Army      Army      Army      Air Force Navy      Air Force
## [53138] Navy      Navy      Army      DLA       DLA       Navy      Air Force
## [53145] Other DoD Army      Navy      Air Force Army      Air Force DLA      
## [53152] DLA       DLA       Other DoD Army      Navy      Other DoD Navy     
## [53159] Other DoD Navy      Air Force Other DoD Air Force DLA       Army     
## [53166] Navy      Other DoD Navy      Air Force Army      Navy      Other DoD
## [53173] Air Force Army      Navy      Navy      DLA       Air Force Air Force
## [53180] Air Force Army      DLA       Air Force Other DoD Navy      Navy     
## [53187] Army      DLA       Navy      Other DoD Army      Navy      Air Force
## [53194] Air Force Army      DLA       Army      Army      Army      Navy     
## [53201] Navy      DLA       Air Force Other DoD Army      Army      Army     
## [53208] Army      Navy      Air Force Air Force Navy      Navy      Air Force
## [53215] Air Force Navy      Navy      Army      Navy      MDA       Air Force
## [53222] Navy      Air Force Army      DLA       Navy      Army      Navy     
## [53229] Army      DLA       DLA       Navy      Army      Army      Air Force
## [53236] Navy      Navy      Army      Air Force Other DoD Navy      DLA      
## [53243] Air Force DLA       DLA       Army      Army      Navy      Army     
## [53250] Air Force DLA       Other DoD DLA       Navy      Army      Air Force
## [53257] Army      Navy      Army      Army      Other DoD Army      Navy     
## [53264] DLA       Other DoD MDA       Army      DLA       Army      DLA      
## [53271] Army      Army      DLA       Air Force Navy      Other DoD Army     
## [53278] Army      Air Force Navy      Navy      Other DoD Army      Air Force
## [53285] Navy      Army      Army      Navy      Army      Navy      Army     
## [53292] Army      Air Force DLA       Air Force Other DoD Army      Navy     
## [53299] Army      Air Force Army      DLA       Navy      Navy      Navy     
## [53306] Air Force Navy      Air Force Navy      Air Force Other DoD Navy     
## [53313] Air Force Other DoD Air Force Other DoD Army      Other DoD Navy     
## [53320] Air Force Army      Army      DLA       Air Force Air Force Other DoD
## [53327] Navy      Other DoD Air Force Navy      Army      Navy      DLA      
## [53334] Navy      Navy      Air Force Navy      Navy      DLA       DLA      
## [53341] Army      Army      DLA       Other DoD Army      Navy      Army     
## [53348] DLA       Other DoD Other DoD Army      Army      Navy      Navy     
## [53355] Navy      Army      Air Force Navy      DLA       Army      Air Force
## [53362] Navy      Other DoD Army      Navy      DLA       Army      Navy     
## [53369] Navy      Army      DLA       Army      Army      Air Force Army     
## [53376] Air Force Other DoD Army      Other DoD Army      Other DoD Other DoD
## [53383] Other DoD Army      Air Force Army      Navy      Army      Air Force
## [53390] Air Force Navy      Army      Air Force Army      Navy      Other DoD
## [53397] Army      Air Force Navy      Army      Navy      DLA       Army     
## [53404] Navy      Other DoD Navy      Navy      Army      Navy      Navy     
## [53411] Navy      DLA       Air Force Navy      DLA       Navy      Air Force
## [53418] Navy      Air Force Army      Other DoD Navy      Navy      Army     
## [53425] Navy      Air Force Other DoD DLA       DLA       DLA       Army     
## [53432] Army      Army      Navy      Air Force Air Force Army      Other DoD
## [53439] Army      DLA       Air Force DLA       Army      Army      Navy     
## [53446] Navy      Navy      Air Force Navy      Other DoD Other DoD Army     
## [53453] Navy      Air Force Army      Navy      DLA       Air Force Army     
## [53460] Air Force Navy      Army      DLA       Other DoD Navy      Army     
## [53467] Army      Other DoD Army      Army      Army      Navy      Army     
## [53474] Army      Army      Navy      Army      Army      Army      Air Force
## [53481] Navy      Navy      Air Force Other DoD Other DoD DLA       Navy     
## [53488] DLA       Army      Other DoD Navy      Army      Navy      Army     
## [53495] Navy      Air Force Army      Navy      Other DoD Army      Army     
## [53502] Air Force DLA       Air Force Army      DLA       Army      DLA      
## [53509] Army      Air Force Air Force Air Force Other DoD DLA       Other DoD
## [53516] Navy      Air Force Navy      Other DoD Other DoD Navy      Navy     
## [53523] Air Force Navy      Navy      Air Force Army      Air Force Air Force
## [53530] Army      Air Force Air Force Air Force Army      Air Force Other DoD
## [53537] Army      Air Force Army      DLA       Navy      Navy      Army     
## [53544] Air Force Air Force Other DoD Air Force Navy      Navy      DLA      
## [53551] Army      Army      Navy      Navy      Army      Air Force Army     
## [53558] DLA       Air Force Air Force DLA       Navy      Navy      Army     
## [53565] Air Force Air Force Army      Army      Navy      Army      Army     
## [53572] Air Force DLA       Army      Army      Air Force Navy      Navy     
## [53579] Army      Navy      Navy      Air Force Other DoD DLA       Army     
## [53586] DLA       Other DoD Army      Army      Navy      DLA       Army     
## [53593] DLA       Army      Army      Navy      Army      DLA       Air Force
## [53600] DLA       DLA       Navy      Army      Navy      Navy      Army     
## [53607] Army      Army      Navy      Navy      Air Force Navy      Navy     
## [53614] DLA       Other DoD Navy      DLA       Air Force Air Force DLA      
## [53621] Army      Army      Army      Air Force Air Force Navy      Navy     
## [53628] Army      Army      Other DoD Air Force Air Force Army      DLA      
## [53635] Air Force Army      DLA       Army      Army      Air Force Navy     
## [53642] Army      Army      Army      Air Force Navy      Navy      Air Force
## [53649] Air Force Army      Army      Army      Army      Army      Army     
## [53656] Army      DLA       Air Force DLA       Army      DLA       Navy     
## [53663] Navy      DLA       DLA       DLA       Air Force DLA       Army     
## [53670] Army      Other DoD Air Force Air Force Army      Navy      Navy     
## [53677] Other DoD Navy      Army      Other DoD Army      Other DoD Army     
## [53684] Navy      Navy      Navy      Army      Other DoD Navy      Navy     
## [53691] Navy      Other DoD Navy      DLA       Army      Air Force Army     
## [53698] Navy      DLA       Navy      Air Force Navy      Other DoD Air Force
## [53705] Army      Army      Army      Other DoD Navy      Army      Navy     
## [53712] Army      DLA       Army      Army      Navy      DLA       Navy     
## [53719] Other DoD DLA       Air Force Air Force Navy      Navy      DLA      
## [53726] Air Force Army      Army      Navy      Other DoD Other DoD Navy     
## [53733] Navy      Navy      Army      Army      DLA       Other DoD Air Force
## [53740] Air Force Army      Army      Army      Navy      DLA       Navy     
## [53747] Air Force Navy      DLA       Navy      DLA       Army      Navy     
## [53754] Army      Navy      Air Force Other DoD DLA       Navy      Navy     
## [53761] Air Force Other DoD Navy      Army      Army      Navy      Army     
## [53768] Air Force Air Force Navy      Navy      Army      Army      Army     
## [53775] Navy      Navy      Army      Army      Navy      DLA       Air Force
## [53782] Army      Air Force Army      Army      Navy      Army      Navy     
## [53789] Army      DLA       Army      Air Force Air Force Navy      DLA      
## [53796] Air Force Navy      Other DoD Navy      Air Force Air Force DLA      
## [53803] DLA       Other DoD Other DoD MDA       Navy      Other DoD Army     
## [53810] Navy      DLA       Navy      Air Force DLA       Other DoD Army     
## [53817] Army      Air Force Other DoD Army      Navy      Navy      Army     
## [53824] Other DoD Army      Navy      Air Force Army      Army      Air Force
## [53831] Army      DLA       DLA       DLA       Navy      Navy      Navy     
## [53838] Army      DLA       Army      Navy      Navy      Navy      Air Force
## [53845] Other DoD Navy      Air Force Army      Other DoD Army      Air Force
## [53852] Other DoD Air Force Army      Air Force Air Force Army      Army     
## [53859] Air Force Army      Army      Army      Army      Navy      Army     
## [53866] Army      Army      Air Force DLA       Army      Army      Navy     
## [53873] Army      Air Force Air Force DLA       Navy      DLA       Navy     
## [53880] Army      Navy      Navy      Navy      Navy      Navy      Army     
## [53887] Other DoD Navy      Army      Other DoD Air Force Army      Navy     
## [53894] Navy      Air Force Air Force Army      Navy      Navy      Navy     
## [53901] Army      Army      Navy      Army      DLA       DLA       Air Force
## [53908] Air Force Other DoD Navy      Army      Army      Navy      Navy     
## [53915] Army      Army      DLA       Other DoD DLA       Army      Navy     
## [53922] Army      Air Force Air Force DLA       Navy      Other DoD DLA      
## [53929] DLA       Army      Navy      DLA       Navy      Navy      Army     
## [53936] Army      Navy      DLA       Army      Air Force Navy      Army     
## [53943] Army      Air Force Army      Navy      Other DoD Navy      Army     
## [53950] Other DoD DLA       Air Force Army      DLA       Army      Army     
## [53957] Navy      DLA       Navy      Other DoD Air Force Army      Army     
## [53964] DLA       Army      Air Force Army      Army      Navy      Army     
## [53971] Navy      Army      Army      Navy      Navy      Air Force DLA      
## [53978] DLA       Air Force Navy      Other DoD Army      Navy      Air Force
## [53985] Navy      Navy      Army      Navy      Air Force Navy      DLA      
## [53992] Army      Air Force Navy      Army      Navy      Army      Air Force
## [53999] Army      Army      Air Force Army      Navy      Navy      Air Force
## [54006] DLA       Navy      Other DoD Army      Navy      Army      Navy     
## [54013] Air Force Army      Army      DLA       Army      DLA       Army     
## [54020] DLA       Army      Army      Navy      DLA       Navy      DLA      
## [54027] Navy      Navy      Navy      Army      Army      Air Force Air Force
## [54034] DLA       Army      Army      DLA       Air Force Navy      Army     
## [54041] Other DoD Army      Other DoD Navy      Air Force Army      Army     
## [54048] Other DoD Navy      Navy      Army      Army      Air Force Navy     
## [54055] Army      Other DoD Navy      Army      Navy      DLA       Air Force
## [54062] Army      Other DoD Army      Navy      DLA       DLA       Air Force
## [54069] DLA       Navy      DLA       DLA       DLA       Navy      Army     
## [54076] Air Force Army      Other DoD Navy      Navy      Navy      DLA      
## [54083] Navy      DLA       Navy      Army      DLA       Other DoD DLA      
## [54090] Army      Army      Air Force DLA       Army      Navy      Navy     
## [54097] Air Force DLA       Army      Navy      Air Force DLA       Navy     
## [54104] Navy      Navy      Navy      Army      Other DoD Navy      Other DoD
## [54111] DLA       Navy      Air Force Navy      Navy      Navy      Air Force
## [54118] Army      Navy      Army      Air Force Army      Air Force Other DoD
## [54125] Navy      Navy      DLA       DLA       Navy      Air Force Navy     
## [54132] Navy      Air Force Navy      DLA       Navy      Air Force Air Force
## [54139] Navy      Navy      Army      Navy      Navy      Air Force Navy     
## [54146] DLA       Air Force DLA       DLA       Army      Air Force Other DoD
## [54153] Army      Army      Other DoD Navy      Army      Navy      Navy     
## [54160] Navy      Navy      Air Force DLA       DLA       Army      Air Force
## [54167] Navy      DLA       Army      Army      Air Force Navy      Navy     
## [54174] Air Force Army      Air Force Navy      Navy      Other DoD Air Force
## [54181] Army      DLA       Air Force Army      Other DoD Air Force DLA      
## [54188] Air Force Army      Other DoD DLA       Navy      Army      Army     
## [54195] DLA       Army      DLA       Other DoD Army      Navy      DLA      
## [54202] Other DoD DLA       Army      Air Force Air Force Navy      Navy     
## [54209] Army      Air Force Army      Army      Other DoD Other DoD Navy     
## [54216] Army      Air Force Navy      Army      Army      DLA       DLA      
## [54223] Army      Air Force Air Force Navy      Navy      Navy      Air Force
## [54230] Army      Air Force Navy      Other DoD Air Force Army      Army     
## [54237] Army      Other DoD Navy      Army      Navy      MDA       Army     
## [54244] Army      Army      Navy      Air Force DLA       Air Force Other DoD
## [54251] DLA       Air Force Other DoD Other DoD Army      Other DoD Army     
## [54258] DLA       Navy      MDA       DLA       Army      Air Force Navy     
## [54265] Navy      Navy      Army      Navy      Army      Army      Other DoD
## [54272] Army      DLA       Navy      Army      Army      Air Force Air Force
## [54279] DLA       Army      Army      Air Force DLA       Air Force Army     
## [54286] Navy      DLA       Army      Navy      Navy      Army      Navy     
## [54293] Air Force Air Force Other DoD Navy      DLA       DLA       Air Force
## [54300] Army      Other DoD DLA       Navy      Navy      Navy      Air Force
## [54307] DLA       Air Force Army      Air Force Air Force Other DoD Navy     
## [54314] Navy      Navy      DLA       Army      Navy      Navy      Other DoD
## [54321] Army      DLA       Air Force Navy      Army      Army      Navy     
## [54328] Navy      Navy      Air Force Navy      Army      Army      Army     
## [54335] Other DoD DLA       Air Force Navy      DLA       Navy      Army     
## [54342] Air Force Army      Navy      Army      Other DoD Air Force Navy     
## [54349] Army      Navy      Air Force Army      Army      DLA       Other DoD
## [54356] Army      Navy      Army      Navy      Army      Army      Other DoD
## [54363] Navy      Navy      Air Force Army      Navy      Navy      Army     
## [54370] Air Force Army      Army      Other DoD Army      Air Force Other DoD
## [54377] Army      Army      Army      Army      Navy      Navy      Army     
## [54384] Army      Navy      DLA       Other DoD Army      DLA       DLA      
## [54391] Navy      Air Force Army      DLA       Army      Army      DLA      
## [54398] Navy      DLA       Air Force Navy      Other DoD Other DoD Air Force
## [54405] Army      Air Force Air Force Other DoD MDA       Other DoD DLA      
## [54412] Army      Army      Navy      Air Force Air Force Army      Navy     
## [54419] Navy      Other DoD Army      Army      Navy      Navy      Navy     
## [54426] Navy      Navy      Navy      Army      Navy      Air Force Army     
## [54433] Air Force Army      Navy      Navy      DLA       Army      Army     
## [54440] Air Force Army      Army      DLA       Other DoD Navy      Army     
## [54447] Army      Army      DLA       Army      DLA       Navy      Navy     
## [54454] Navy      Other DoD Army      Army      Navy      Army      DLA      
## [54461] Army      Army      Air Force Navy      Air Force DLA       Navy     
## [54468] Air Force Army      Other DoD Navy      Air Force Air Force Air Force
## [54475] DLA       DLA       DLA       Air Force DLA       Air Force Other DoD
## [54482] Navy      Army      Air Force Army      Navy      Army      DLA      
## [54489] Army      DLA       Navy      Other DoD Navy      Army      Air Force
## [54496] Navy      Army      Navy      Other DoD Navy      Navy      Air Force
## [54503] Air Force Navy      MDA       Army      Army      Army      DLA      
## [54510] Navy      Air Force Navy      Navy      Navy      Navy      DLA      
## [54517] Army      Army      Army      Other DoD DLA       Navy      Air Force
## [54524] Army      Navy      Navy      Air Force Other DoD DLA       Navy     
## [54531] Navy      DLA       Army      Navy      Army      Air Force Navy     
## [54538] Air Force Army      Army      DLA       Air Force Other DoD Army     
## [54545] Air Force Air Force Navy      Navy      DLA       DLA       Air Force
## [54552] Air Force DLA       Army      Navy      Navy      DLA       DLA      
## [54559] Navy      Army      Navy      Army      Army      Navy      Navy     
## [54566] DLA       DLA       DLA       Air Force Other DoD Air Force Army     
## [54573] Army      Army      Navy      Army      Other DoD Army      Other DoD
## [54580] Air Force Army      DLA       DLA       Other DoD Air Force Navy     
## [54587] Navy      Army      DLA       Army      Army      Army      Army     
## [54594] Other DoD Other DoD Navy      Army      Air Force Navy      Army     
## [54601] Army      Army      DLA       Navy      Air Force Army      DLA      
## [54608] DLA       Army      Navy      Air Force Air Force Navy      Air Force
## [54615] Navy      Army      Other DoD Navy      Army      Navy      Other DoD
## [54622] Air Force DLA       Navy      Army      Navy      Army      DLA      
## [54629] DLA       Air Force Air Force Air Force Army      DLA       DLA      
## [54636] Navy      Air Force DLA       Navy      Army      DLA       Army     
## [54643] Navy      Air Force Navy      Army      DLA       Navy      DLA      
## [54650] Navy      DLA       Navy      Air Force Other DoD Army      Air Force
## [54657] Army      DLA       Air Force DLA       Navy      Other DoD Navy     
## [54664] Other DoD Navy      Other DoD Navy      Other DoD Navy      DLA      
## [54671] DLA       DLA       Other DoD Army      Army      Navy      Army     
## [54678] Air Force Army      Navy      Air Force Air Force DLA       DLA      
## [54685] Other DoD DLA       Army      Army      Navy      Navy      Army     
## [54692] Air Force Army      Navy      Air Force DLA       Army      Navy     
## [54699] DLA       DLA       Other DoD DLA       Army      Other DoD Navy     
## [54706] DLA       Navy      Air Force Air Force DLA       Navy      Other DoD
## [54713] Other DoD Navy      Army      Navy      Army      Other DoD Navy     
## [54720] Navy      Army      Navy      Army      DLA       Army      Other DoD
## [54727] Army      DLA       Army      Navy      Army      Navy      Army     
## [54734] Navy      Air Force Air Force Army      DLA       Army      Navy     
## [54741] Army      Other DoD DLA       Army      Air Force Navy      Air Force
## [54748] Navy      Air Force Other DoD Navy      Army      Army      Air Force
## [54755] Army      Navy      DLA       DLA       Navy      Air Force Navy     
## [54762] Navy      DLA       Air Force Navy      Navy      Other DoD Army     
## [54769] Army      Navy      Navy      Army      Navy      Air Force Navy     
## [54776] Navy      Navy      Army      Navy      Army      Army      Navy     
## [54783] Army      Navy      Air Force Navy      Army      Army      DLA      
## [54790] Army      Air Force DLA       Air Force Air Force Navy      Army     
## [54797] Army      Navy      Air Force Navy      Army      Other DoD Army     
## [54804] Navy      DLA       Other DoD Navy      DLA       Army      Army     
## [54811] Other DoD Air Force Navy      Air Force DLA       Navy      DLA      
## [54818] Navy      DLA       Other DoD DLA       Navy      Navy      DLA      
## [54825] DLA       Navy      DLA       Army      DLA       Air Force Army     
## [54832] DLA       Air Force Navy      Army      Navy      Navy      Air Force
## [54839] DLA       DLA       Army      Navy      Navy      Army      Air Force
## [54846] DLA       Army      Navy      Army      Navy      Navy      Other DoD
## [54853] Navy      Air Force DLA       Army      Army      Navy      DLA      
## [54860] Navy      Navy      Navy      Navy      Navy      Navy      Army     
## [54867] DLA       Navy      DLA       Army      Army      Navy      Army     
## [54874] DLA       Other DoD Air Force Other DoD DLA       Other DoD Army     
## [54881] Navy      DLA       Air Force DLA       Army      DLA       Army     
## [54888] Other DoD Navy      DLA       Army      Air Force Navy      Air Force
## [54895] Air Force Army      DLA       Army      Army      Air Force Air Force
## [54902] Air Force Air Force DLA       Navy      DLA       Air Force Army     
## [54909] DLA       Navy      DLA       Navy      Navy      Navy      Army     
## [54916] DLA       Navy      Air Force Army      Air Force Navy      Air Force
## [54923] Other DoD Navy      Army      Other DoD Army      DLA       DLA      
## [54930] Army      Army      DLA       DLA       Navy      Army      DLA      
## [54937] DLA       Air Force DLA       Army      Air Force Navy      Army     
## [54944] Navy      Other DoD Army      Army      Navy      Army      DLA      
## [54951] Air Force DLA       Navy      DLA       Navy      DLA       Army     
## [54958] Air Force Other DoD Other DoD DLA       DLA       Army      Navy     
## [54965] Army      Army      Navy      Air Force Army      Army      Air Force
## [54972] Army      Navy      Army      Other DoD Air Force Air Force Air Force
## [54979] Navy      Army      DLA       Other DoD DLA       Navy      Army     
## [54986] Navy      Army      Other DoD Other DoD DLA       Other DoD Army     
## [54993] Navy      Army      Army      Army      Air Force Air Force Army     
## [55000] Air Force Army      Air Force DLA       Army      Army      Air Force
## [55007] Navy      Other DoD Army      Other DoD Army      Army      Army     
## [55014] Navy      Army      DLA       Navy      Navy      Navy      Army     
## [55021] Navy      Army      Army      DLA       Navy      Other DoD Navy     
## [55028] DLA       Navy      Navy      Other DoD Air Force DLA       Air Force
## [55035] Navy      Army      Other DoD Army      Other DoD Air Force Navy     
## [55042] Other DoD Other DoD Army      Air Force Navy      Other DoD Army     
## [55049] Other DoD Navy      Air Force Other DoD DLA       Navy      Other DoD
## [55056] Navy      Navy      Army      Navy      Air Force Army      DLA      
## [55063] Army      Army      DLA       Army      Army      Navy      Army     
## [55070] Navy      Navy      Other DoD Army      Other DoD Other DoD Army     
## [55077] DLA       Navy      Air Force DLA       Navy      Navy      Air Force
## [55084] Navy      Air Force DLA       Army      Navy      Army      Army     
## [55091] Air Force Army      Army      Army      Army      DLA       Air Force
## [55098] Army      Army      Navy      DLA       Navy      DLA       Army     
## [55105] Army      Air Force DLA       Air Force Air Force Other DoD Army     
## [55112] Army      Air Force Other DoD Air Force Navy      Other DoD Navy     
## [55119] Navy      Navy      Army      Navy      Other DoD DLA       Navy     
## [55126] Army      DLA       DLA       Army      Army      DLA       Air Force
## [55133] Army      Army      Air Force Navy      Air Force Navy      Other DoD
## [55140] Navy      DLA       Air Force Navy      Air Force Navy      Navy     
## [55147] Navy      Navy      Other DoD DLA       Army      Other DoD DLA      
## [55154] Army      Army      Navy      DLA       Air Force Navy      Air Force
## [55161] Air Force Army      Navy      DLA       Air Force Air Force Army     
## [55168] Navy      Air Force Other DoD Army      Navy      Navy      Navy     
## [55175] Army      Army      DLA       Other DoD Navy      Navy      Navy     
## [55182] Other DoD Navy      Navy      Other DoD Army      Army      Army     
## [55189] Air Force Navy      Navy      Other DoD Navy      Other DoD Navy     
## [55196] Air Force Army      Navy      Air Force Navy      Air Force Air Force
## [55203] Air Force DLA       Air Force DLA       Air Force Navy      Air Force
## [55210] Other DoD Navy      Army      Navy      Navy      Navy      Army     
## [55217] Air Force Navy      DLA       Navy      Air Force MDA       Air Force
## [55224] Navy      Other DoD Navy      Other DoD Navy      Army      DLA      
## [55231] DLA       Other DoD DLA       Navy      Navy      Navy      Air Force
## [55238] Army      Navy      Other DoD Air Force Air Force Air Force Other DoD
## [55245] Navy      Army      Navy      DLA       Other DoD Army      Navy     
## [55252] Other DoD Navy      Navy      Army      Army      Army      Navy     
## [55259] Army      Navy      Army      Army      DLA       DLA       Navy     
## [55266] Air Force Army      Air Force Army      Air Force Other DoD Navy     
## [55273] Army      Navy      Navy      Other DoD Army      DLA       Army     
## [55280] Army      Army      Navy      Other DoD Navy      Air Force Navy     
## [55287] Navy      Navy      Other DoD DLA       Air Force Navy      Navy     
## [55294] Other DoD Army      DLA       Army      Other DoD Other DoD Air Force
## [55301] Air Force Navy      Navy      Air Force Army      Army      Other DoD
## [55308] Navy      DLA       Army      Navy      Navy      Army      DLA      
## [55315] Navy      Air Force DLA       Other DoD DLA       Army      Air Force
## [55322] DLA       Air Force Army      Navy      Army      Army      Army     
## [55329] Navy      Navy      DLA       Navy      DLA       Army      Navy     
## [55336] Navy      Army      Air Force Army      Army      Other DoD Navy     
## [55343] Army      Air Force Navy      DLA       Army      Navy      Army     
## [55350] Air Force Army      DLA       Navy      Army      DLA       Army     
## [55357] DLA       Air Force Air Force Army      Army      Army      Army     
## [55364] Navy      Army      Air Force DLA       Navy      DLA       Army     
## [55371] Air Force Air Force Air Force DLA       Army      DLA       Army     
## [55378] Army      Army      Air Force Navy      Army      Army      Army     
## [55385] Army      Air Force Army      Navy      Army      Army      Air Force
## [55392] Navy      Air Force Navy      Army      DLA       Navy      Navy     
## [55399] Army      Army      Air Force DLA       Air Force Other DoD Army     
## [55406] Army      Army      Army      Navy      Army      Army      Air Force
## [55413] DLA       Army      Air Force DLA       Navy      Navy      Navy     
## [55420] Navy      Other DoD Army      Air Force Air Force Army      DLA      
## [55427] Air Force Army      Army      Army      Navy      DLA       DLA      
## [55434] DLA       Air Force Army      Army      Other DoD Other DoD Navy     
## [55441] Navy      Army      Army      Other DoD Army      Army      Navy     
## [55448] Other DoD Air Force Army      Navy      Army      Army      Army     
## [55455] Army      Army      Army      Other DoD Other DoD Air Force Army     
## [55462] Army      DLA       Army      Navy      DLA       Air Force DLA      
## [55469] Army      DLA       Air Force Navy      DLA       Army      Other DoD
## [55476] Army      Navy      Navy      Army      Navy      Navy      Army     
## [55483] Air Force MDA       Air Force Navy      DLA       Army      DLA      
## [55490] Other DoD Navy      Navy      Navy      Army      Navy      Navy     
## [55497] Army      Air Force Air Force DLA       Air Force DLA       Other DoD
## [55504] Air Force Other DoD Army      Army      Other DoD Army      Other DoD
## [55511] Navy      Navy      Air Force DLA       Army      DLA       Navy     
## [55518] Navy      DLA       Navy      DLA       Other DoD Navy      Army     
## [55525] Other DoD Navy      Air Force Navy      Army      Army      Army     
## [55532] Air Force Navy      Navy      Army      Army      Army      Navy     
## [55539] Other DoD Other DoD Other DoD Navy      Air Force Other DoD Army     
## [55546] DLA       Navy      Air Force Other DoD Navy      DLA       DLA      
## [55553] Other DoD DLA       Navy      Navy      Air Force Navy      Other DoD
## [55560] Army      Air Force Navy      DLA       Air Force DLA       Navy     
## [55567] Army      Other DoD Navy      Air Force Navy      Air Force Army     
## [55574] Air Force Army      Army      DLA       Navy      Other DoD Navy     
## [55581] Air Force Navy      Navy      Navy      Army      Navy      Navy     
## [55588] Army      Navy      Navy      Navy      DLA       Air Force Army     
## [55595] Army      DLA       Navy      Army      Army      Army      Air Force
## [55602] Army      Navy      Navy      Navy      Navy      DLA       Navy     
## [55609] Navy      Navy      Army      Air Force Navy      Air Force DLA      
## [55616] Navy      Army      DLA       Army      Army      Army      Army     
## [55623] Air Force Air Force Navy      Army      Other DoD Navy      DLA      
## [55630] Army      DLA       Air Force Navy      Army      DLA       DLA      
## [55637] Navy      Navy      Air Force Navy      Army      Army      DLA      
## [55644] Army      DLA       Navy      Army      Navy      Army      Navy     
## [55651] Navy      Air Force Air Force Other DoD DLA       Other DoD Navy     
## [55658] DLA       Navy      Army      Navy      Army      Army      Navy     
## [55665] Army      Other DoD Other DoD Navy      Navy      Army      Army     
## [55672] DLA       DLA       Air Force Army      Air Force DLA       Other DoD
## [55679] DLA       Army      Air Force DLA       Army      Navy      Navy     
## [55686] Air Force Navy      DLA       Navy      Navy      Army      Air Force
## [55693] Army      Navy      Army      Other DoD Army      Air Force Navy     
## [55700] Navy      Navy      Army      Army      Army      Air Force Army     
## [55707] Army      Army      Navy      Navy      Air Force Navy      Navy     
## [55714] Air Force Air Force Navy      Other DoD Air Force Army      Air Force
## [55721] Army      Air Force Army      Other DoD Navy      DLA       Other DoD
## [55728] Navy      Army      Navy      Army      Air Force Navy      Army     
## [55735] Army      Other DoD Army      Navy      Navy      Navy      Air Force
## [55742] DLA       Air Force Navy      Navy      Air Force Air Force Air Force
## [55749] Navy      Army      Air Force Air Force Other DoD Navy      Army     
## [55756] Air Force Army      Army      Navy      Army      Other DoD Navy     
## [55763] Army      Navy      DLA       Army      Other DoD Army      Other DoD
## [55770] DLA       DLA       Navy      Air Force Army      Army      Army     
## [55777] Army      Air Force Navy      Air Force Other DoD DLA       DLA      
## [55784] DLA       Army      Air Force Army      Army      Army      Army     
## [55791] Navy      Army      Other DoD Army      Army      Navy      Army     
## [55798] Army      Navy      Army      Navy      Army      Air Force Army     
## [55805] DLA       Navy      Other DoD Navy      Navy      Air Force Army     
## [55812] Army      Army      Air Force Air Force Navy      Army      Army     
## [55819] Army      Navy      DLA       Navy      Other DoD DLA       DLA      
## [55826] Army      Army      Army      Army      Air Force Army      Air Force
## [55833] Army      Other DoD Other DoD Other DoD Other DoD Air Force Air Force
## [55840] Army      Air Force DLA       DLA       Army      Air Force Army     
## [55847] Navy      Army      Army      Other DoD Army      Navy      Air Force
## [55854] Air Force Air Force Navy      Air Force Air Force Navy      Navy     
## [55861] Air Force Other DoD Army      Navy      Navy      Army      Army     
## [55868] DLA       Navy      DLA       Navy      Army      Other DoD Army     
## [55875] Navy      Navy      Navy      DLA       Navy      Army      Army     
## [55882] Air Force Army      Navy      Air Force DLA       Air Force Army     
## [55889] Air Force Navy      Navy      Navy      DLA       Navy      Navy     
## [55896] Air Force Navy      Other DoD Other DoD Air Force Navy      Army     
## [55903] Navy      Navy      DLA       Navy      Navy      Navy      DLA      
## [55910] DLA       Air Force Army      Air Force Air Force Army      Navy     
## [55917] Air Force Army      Air Force Other DoD Other DoD DLA       DLA      
## [55924] Army      DLA       Navy      DLA       Air Force Army      Air Force
## [55931] Army      Army      Army      Army      Navy      Navy      Navy     
## [55938] Navy      Navy      Air Force Air Force Air Force Navy      Army     
## [55945] Air Force Army      Army      DLA       Army      DLA       DLA      
## [55952] Air Force Navy      Army      Army      Army      Army      Air Force
## [55959] Other DoD DLA       Air Force Army      DLA       Army      Air Force
## [55966] Army      DLA       DLA       DLA       Army      Other DoD Air Force
## [55973] DLA       Air Force Other DoD Navy      Navy      Air Force Army     
## [55980] Air Force Army      Army      Air Force Air Force DLA       Air Force
## [55987] Air Force Army      DLA       Army      Air Force Navy      Army     
## [55994] Air Force Navy      DLA       Army      Navy      Navy      Army     
## [56001] Other DoD Army      Army      Navy      Army      Army      Army     
## [56008] Army      Air Force Army      Army      Navy      Army      Army     
## [56015] Army      Army      Other DoD Navy      Army      Navy      Air Force
## [56022] Navy      Army      Other DoD Army      DLA       Army      Army     
## [56029] Army      Navy      Navy      Navy      Air Force Air Force Navy     
## [56036] Army      Air Force Army      Navy      Other DoD Navy      Air Force
## [56043] Army      Army      Army      Air Force Air Force Army      Navy     
## [56050] Army      Navy      Army      DLA       Army      Air Force DLA      
## [56057] Army      Navy      DLA       Navy      Navy      Army      Navy     
## [56064] Army      DLA       Navy      Army      Navy      Air Force Air Force
## [56071] Air Force Navy      Army      Air Force Navy      DLA       Other DoD
## [56078] Army      Navy      Navy      Navy      Air Force Navy      Army     
## [56085] Navy      Army      Air Force Other DoD Navy      Air Force Navy     
## [56092] Army      Navy      Army      Navy      DLA       Navy      Army     
## [56099] Other DoD Navy      Navy      Other DoD Navy      DLA       Other DoD
## [56106] Navy      Navy      Army      Navy      DLA       Navy      Navy     
## [56113] Army      Navy      DLA       Army      DLA       DLA       DLA      
## [56120] Army      Army      DLA       Air Force DLA       Army      Army     
## [56127] Air Force Navy      Air Force DLA       Air Force DLA       Army     
## [56134] Navy      Navy      Air Force Army      Navy      Air Force Air Force
## [56141] Navy      Air Force Army      Navy      Army      Army      Navy     
## [56148] Air Force Navy      Army      Air Force Army      Army      Navy     
## [56155] Navy      Navy      Navy      Air Force Army      Army      Navy     
## [56162] Army      Navy      Army      Air Force Air Force Air Force Army     
## [56169] Other DoD Air Force Army      Navy      Navy      Navy      Other DoD
## [56176] Air Force Air Force Other DoD Navy      Army      Army      Army     
## [56183] Other DoD DLA       Air Force Air Force Other DoD Air Force Navy     
## [56190] Army      Other DoD DLA       Other DoD Navy      DLA       Air Force
## [56197] Air Force Army      Army      Air Force Army      Other DoD Navy     
## [56204] Army      Army      Army      Navy      Navy      Other DoD Navy     
## [56211] Air Force Air Force DLA       DLA       Army      Navy      Navy     
## [56218] Navy      Navy      Army      Army      Army      Navy      Navy     
## [56225] Navy      Navy      DLA       Army      Army      Army      Air Force
## [56232] Other DoD Army      Navy      Navy      Air Force Air Force Air Force
## [56239] Army      Navy      Air Force Army      Air Force Navy      DLA      
## [56246] Army      Navy      Army      DLA       DLA       Air Force Other DoD
## [56253] Army      DLA       DLA       Navy      Air Force Navy      Army     
## [56260] Army      Other DoD Navy      Army      Army      Navy      Army     
## [56267] Army      Navy      Navy      Army      Other DoD Air Force Air Force
## [56274] Air Force Army      Navy      Army      Navy      Army      Army     
## [56281] Army      DLA       Navy      Navy      Army      DLA       Army     
## [56288] Other DoD Army      Air Force Navy      Navy      DLA       Other DoD
## [56295] DLA       Army      Navy      Army      Navy      DLA       Army     
## [56302] Army      Army      Army      Navy      Air Force Air Force Navy     
## [56309] Air Force Army      Other DoD Other DoD Air Force Army      DLA      
## [56316] Air Force Army      Air Force Air Force Army      Navy      Army     
## [56323] DLA       Navy      Air Force Navy      Other DoD Air Force Army     
## [56330] Army      Air Force Army      Navy      Other DoD Navy      Army     
## [56337] DLA       Army      Navy      Army      Air Force Navy      Army     
## [56344] Air Force MDA       Other DoD Navy      Air Force Army      Army     
## [56351] DLA       Navy      Other DoD Other DoD Navy      Army      Navy     
## [56358] DLA       Navy      Army      Navy      Navy      Other DoD Navy     
## [56365] Army      Other DoD Air Force DLA       DLA       Other DoD Navy     
## [56372] DLA       Army      Army      Army      DLA       DLA       Air Force
## [56379] Air Force DLA       DLA       Army      Navy      Army      Navy     
## [56386] Air Force Air Force Navy      Air Force Army      DLA       Air Force
## [56393] DLA       Air Force Army      Navy      Navy      Navy      DLA      
## [56400] Air Force DLA       Other DoD Army      Navy      Army      Army     
## [56407] Navy      Army      Navy      Army      Army      Air Force Army     
## [56414] Air Force Other DoD Navy      Army      Other DoD Navy      Navy     
## [56421] DLA       Army      Air Force Navy      Air Force DLA       Army     
## [56428] Navy      Navy      Army      Army      Army      Navy      Navy     
## [56435] DLA       Other DoD Army      Navy      Other DoD DLA       Air Force
## [56442] Air Force Navy      Army      Navy      Air Force Navy      DLA      
## [56449] Other DoD Navy      Army      Air Force Navy      Other DoD DLA      
## [56456] Army      DLA       DLA       Army      Army      Air Force Army     
## [56463] Other DoD Navy      Air Force Navy      Air Force Air Force DLA      
## [56470] Army      Navy      Army      Navy      Army      Air Force Army     
## [56477] Navy      Army      Navy      Navy      Army      Navy      Air Force
## [56484] Army      Air Force Air Force Army      Navy      Army      Navy     
## [56491] Army      Air Force DLA       Army      Army      Air Force DLA      
## [56498] MDA       DLA       Navy      Navy      Other DoD Navy      Navy     
## [56505] Air Force DLA       Other DoD Army      Army      Air Force Army     
## [56512] Army      Army      Air Force DLA       Navy      Army      Air Force
## [56519] Other DoD DLA       Army      Other DoD Army      Army      DLA      
## [56526] Air Force Air Force Navy      Air Force Air Force DLA       Navy     
## [56533] Air Force Navy      DLA       Air Force Air Force Navy      Navy     
## [56540] Navy      Army      Air Force Army      Navy      Air Force Air Force
## [56547] Air Force Other DoD DLA       Other DoD Navy      Air Force Navy     
## [56554] Navy      DLA       Army      Air Force Army      DLA       Navy     
## [56561] Navy      DLA       Navy      Other DoD Navy      Navy      Army     
## [56568] Air Force Other DoD Navy      DLA       Navy      Army      Air Force
## [56575] Air Force DLA       Army      Army      Navy      Army      Navy     
## [56582] Navy      Air Force Army      Air Force Air Force Air Force Army     
## [56589] DLA       DLA       Army      Navy      Navy      Air Force Other DoD
## [56596] Army      DLA       Army      Navy      Army      DLA       Navy     
## [56603] Army      Navy      Army      Navy      Army      Navy      Other DoD
## [56610] Navy      Other DoD Air Force DLA       Army      Navy      Navy     
## [56617] Navy      Air Force Air Force DLA       Navy      DLA       DLA      
## [56624] Air Force Army      Other DoD Air Force DLA       Air Force Air Force
## [56631] Army      Navy      Navy      Army      Air Force DLA       Army     
## [56638] Army      Navy      Air Force Army      Air Force DLA       Army     
## [56645] Army      Air Force Other DoD Other DoD Army      Navy      Army     
## [56652] Navy      Navy      Navy      Air Force DLA       DLA       Army     
## [56659] Army      DLA       Army      Other DoD Navy      Navy      Army     
## [56666] Navy      Navy      Army      Army      Navy      Army      Air Force
## [56673] Navy      Army      DLA       Navy      Other DoD Army      Air Force
## [56680] Other DoD Army      Army      Navy      Air Force DLA       Navy     
## [56687] DLA       Navy      Air Force Army      Navy      Navy      Army     
## [56694] Navy      Army      Air Force Air Force Navy      Air Force DLA      
## [56701] Navy      Navy      Army      Air Force Navy      Air Force Air Force
## [56708] Army      Army      Navy      Army      DLA       Air Force Air Force
## [56715] Air Force Other DoD DLA       DLA       Air Force Army      Air Force
## [56722] Air Force Army      Army      Army      Army      Army      Other DoD
## [56729] Army      Navy      Navy      Army      Navy      Army      Army     
## [56736] Navy      Army      Navy      Navy      Army      DLA       Army     
## [56743] Other DoD Navy      DLA       DLA       DLA       Navy      Air Force
## [56750] Army      Army      DLA       Army      DLA       Navy      Other DoD
## [56757] Navy      Army      Army      Army      DLA       Navy      Army     
## [56764] Army      Navy      Navy      Navy      DLA       Army      Army     
## [56771] Navy      Other DoD Army      Army      Navy      Army      Air Force
## [56778] Navy      Army      Navy      Army      DLA       Navy      Other DoD
## [56785] Navy      Navy      Air Force Air Force Army      Army      Navy     
## [56792] Air Force Navy      Navy      DLA       Navy      Army      DLA      
## [56799] DLA       Navy      DLA       DLA       Army      Army      Army     
## [56806] Air Force Air Force DLA       Navy      Air Force Army      Navy     
## [56813] Air Force Air Force Army      Army      Army      Navy      Army     
## [56820] DLA       DLA       Army      Air Force Other DoD Air Force Navy     
## [56827] Navy      Air Force Army      Army      Navy      Navy      Navy     
## [56834] Army      Navy      Army      Other DoD Navy      Army      Navy     
## [56841] Army      Air Force Navy      Navy      Navy      Navy      Other DoD
## [56848] Army      Army      Navy      DLA       DLA       Other DoD Air Force
## [56855] Army      Army      Air Force Other DoD Army      Navy      Navy     
## [56862] Army      Other DoD Air Force Air Force Navy      Navy      Army     
## [56869] Army      Navy      Navy      DLA       Navy      Air Force Army     
## [56876] Army      Army      Army      Army      DLA       Navy      Navy     
## [56883] Army      DLA       Army      Other DoD DLA       Air Force Air Force
## [56890] Air Force Other DoD Army      Army      DLA       Air Force Army     
## [56897] Navy      Navy      Navy      Navy      Air Force Air Force Army     
## [56904] DLA       Air Force Army      Army      Navy      Army      Army     
## [56911] Air Force Air Force Army      Navy      Army      Navy      Air Force
## [56918] DLA       Navy      Army      DLA       Other DoD Army      DLA      
## [56925] Navy      Army      Other DoD Navy      Air Force Navy      Air Force
## [56932] DLA       Army      Army      Other DoD Air Force Air Force Other DoD
## [56939] Navy      DLA       Navy      Navy      DLA       Army      Army     
## [56946] Army      Air Force DLA       Air Force Navy      Navy      Army     
## [56953] Navy      Army      Air Force Army      Army      Navy      Air Force
## [56960] Air Force Army      Navy      Army      Other DoD Army      Army     
## [56967] Air Force Air Force DLA       Army      Army      Other DoD Navy     
## [56974] Navy      Army      Navy      Other DoD DLA       DLA       Army     
## [56981] Navy      Navy      DLA       Army      Other DoD Navy      Air Force
## [56988] Navy      Navy      Navy      Army      Army      Army      Air Force
## [56995] Navy      DLA       Other DoD Navy      MDA       DLA       DLA      
## [57002] Navy      Army      Other DoD MDA       DLA       Navy      Navy     
## [57009] MDA       Navy      Other DoD Army      Navy      Navy      Navy     
## [57016] Other DoD Navy      Air Force Army      Navy      Other DoD Navy     
## [57023] DLA       Navy      Army      Navy      Air Force Army      Navy     
## [57030] Air Force Army      Air Force DLA       Army      Air Force Air Force
## [57037] Navy      Air Force Navy      Air Force Army      Army      Army     
## [57044] DLA       Army      Army      Air Force Air Force DLA       DLA      
## [57051] Other DoD Navy      DLA       Army      Other DoD Air Force Air Force
## [57058] Air Force Navy      Air Force Other DoD Army      Air Force DLA      
## [57065] Army      Navy      Other DoD Air Force Navy      Other DoD Army     
## [57072] DLA       Army      Army      Army      DLA       Navy      DLA      
## [57079] Army      Navy      Army      Other DoD Navy      Army      Air Force
## [57086] Navy      Navy      DLA       Navy      Army      DLA       DLA      
## [57093] DLA       Air Force Navy      Air Force DLA       Navy      Navy     
## [57100] Air Force Army      Army      DLA       Other DoD Navy      Air Force
## [57107] DLA       Navy      Army      Navy      Air Force DLA       Other DoD
## [57114] Army      Army      Air Force Army      Navy      Air Force Navy     
## [57121] Army      DLA       Other DoD Air Force Other DoD Army      Army     
## [57128] DLA       Army      Army      Army      Army      Army      Navy     
## [57135] Navy      DLA       Navy      Army      Air Force DLA       Other DoD
## [57142] Navy      Navy      Air Force Navy      Air Force DLA       Army     
## [57149] Air Force Army      Air Force Navy      Air Force DLA       Army     
## [57156] Navy      Army      Navy      Other DoD Air Force Air Force DLA      
## [57163] Navy      Army      Navy      Air Force Air Force Air Force Air Force
## [57170] Other DoD Army      Army      Navy      Navy      Army      DLA      
## [57177] Army      Air Force Navy      Navy      Army      Navy      DLA      
## [57184] Army      Navy      Army      Army      DLA       Other DoD Army     
## [57191] Army      Navy      Navy      Army      Other DoD Navy      Air Force
## [57198] Army      Army      Navy      Other DoD Army      Navy      Army     
## [57205] Army      Other DoD Air Force Air Force Army      Army      Navy     
## [57212] Air Force Air Force Air Force DLA       Air Force DLA       Air Force
## [57219] DLA       DLA       DLA       Air Force DLA       Navy      DLA      
## [57226] DLA       DLA       DLA       Army      DLA       Air Force DLA      
## [57233] Army      Air Force Other DoD Air Force Army      Navy      Army     
## [57240] Army      DLA       Army      Air Force DLA       Navy      Army     
## [57247] Army      Army      Army      DLA       Army      Air Force Navy     
## [57254] Army      Other DoD Navy      Army      Air Force DLA       Air Force
## [57261] Navy      Air Force Army      Air Force Army      Other DoD Navy     
## [57268] Navy      Army      DLA       Army      Navy      Army      Navy     
## [57275] Air Force Navy      DLA       Army      Army      Navy      Air Force
## [57282] Navy      Navy      Other DoD DLA       Air Force Army      Army     
## [57289] Army      Navy      DLA       DLA       Army      Navy      Navy     
## [57296] Air Force Army      Army      Navy      Air Force Army      Army     
## [57303] DLA       Air Force Navy      Other DoD Army      Navy      Army     
## [57310] DLA       Army      Army      Navy      Navy      Army      Army     
## [57317] Army      Air Force Navy      DLA       Navy      Navy      Navy     
## [57324] Navy      DLA       DLA       Navy      Navy      Army      Other DoD
## [57331] Other DoD Navy      Other DoD Army      Navy      Other DoD DLA      
## [57338] Army      Navy      Navy      DLA       DLA       Other DoD Army     
## [57345] Air Force Army      Air Force Air Force Other DoD Air Force Navy     
## [57352] Navy      Navy      DLA       Army      Air Force Air Force Navy     
## [57359] DLA       Other DoD Air Force Air Force Army      Navy      Other DoD
## [57366] Navy      Air Force Air Force DLA       Air Force DLA       Air Force
## [57373] Army      Army      Air Force Navy      Army      Army      DLA      
## [57380] Army      DLA       Navy      DLA       Navy      Navy      Army     
## [57387] Navy      Other DoD Air Force Navy      Air Force Army      Army     
## [57394] Army      Other DoD Army      DLA       Navy      Army      Army     
## [57401] Air Force DLA       Army      Navy      Air Force Navy      Army     
## [57408] Air Force DLA       Navy      Air Force Other DoD DLA       Air Force
## [57415] Navy      DLA       Navy      Army      Navy      DLA       Navy     
## [57422] Army      Army      Army      Air Force Navy      Other DoD DLA      
## [57429] Navy      Navy      Air Force Other DoD Other DoD Army      Air Force
## [57436] DLA       DLA       DLA       Navy      Army      Navy      Navy     
## [57443] Army      Other DoD Army      Other DoD Army      Navy      Navy     
## [57450] Army      Other DoD Army      Navy      Army      Air Force Navy     
## [57457] Army      Army      Navy      Navy      DLA       Army      Air Force
## [57464] Army      Army      Army      Navy      Other DoD Army      Navy     
## [57471] Army      DLA       Navy      Other DoD Other DoD Navy      Air Force
## [57478] Navy      Navy      Other DoD Navy      Other DoD DLA       Navy     
## [57485] Other DoD Navy      Other DoD Army      Air Force Army      Air Force
## [57492] Navy      Navy      Other DoD Navy      Navy      Army      DLA      
## [57499] Other DoD DLA       Navy      Navy      Other DoD Army      Navy     
## [57506] Navy      Army      Navy      Army      Army      DLA       Air Force
## [57513] Army      Navy      Army      Navy      Army      DLA       Navy     
## [57520] Army      Other DoD Army      DLA       Army      Navy      Army     
## [57527] Navy      Air Force Air Force Navy      Navy      Army      DLA      
## [57534] Other DoD Navy      Navy      Army      Navy      Navy      Navy     
## [57541] Army      Navy      Navy      Army      Army      Air Force Air Force
## [57548] Army      Army      Air Force Army      Army      Navy      Air Force
## [57555] Navy      Navy      Army      DLA       Army      DLA       Army     
## [57562] Navy      Army      Army      Army      Navy      Navy      Army     
## [57569] Other DoD DLA       Air Force Air Force Air Force MDA       Other DoD
## [57576] Air Force DLA       Navy      DLA       Other DoD Air Force Navy     
## [57583] DLA       Air Force Army      Other DoD Army      Air Force Army     
## [57590] Navy      DLA       Air Force Army      Army      DLA       Navy     
## [57597] Other DoD Navy      Navy      Navy      Air Force Army      Army     
## [57604] DLA       Other DoD Air Force Army      Army      Navy      DLA      
## [57611] Air Force Army      Navy      Other DoD Other DoD DLA       Other DoD
## [57618] Army      Air Force Navy      Army      Army      Army      Army     
## [57625] Army      Navy      Army      DLA       Other DoD Navy      DLA      
## [57632] Other DoD DLA       DLA       Army      Air Force Navy      Other DoD
## [57639] Army      Navy      Navy      DLA       Air Force Air Force Air Force
## [57646] Navy      Air Force Army      Air Force Air Force Air Force Air Force
## [57653] DLA       Air Force DLA       Army      Army      DLA       Army     
## [57660] Other DoD DLA       Army      Navy      Navy      Other DoD Army     
## [57667] Navy      Other DoD Air Force Navy      DLA       DLA       Air Force
## [57674] DLA       Air Force DLA       Army      Navy      Navy      Navy     
## [57681] Navy      Air Force Air Force DLA       Navy      Navy      Army     
## [57688] Air Force Other DoD Army      Army      Air Force Other DoD Navy     
## [57695] DLA       Navy      DLA       Navy      Other DoD Navy      Army     
## [57702] Navy      Navy      Navy      Army      Navy      Army      Air Force
## [57709] Other DoD Army      DLA       Air Force Other DoD Navy      Army     
## [57716] Air Force Army      Army      Navy      DLA       Army      Navy     
## [57723] DLA       Navy      Navy      DLA       Air Force Army      Army     
## [57730] Army      Air Force Other DoD Other DoD DLA       Navy      Air Force
## [57737] DLA       Army      Army      Army      Navy      Air Force Air Force
## [57744] DLA       Air Force Air Force Air Force Army      Army      Army     
## [57751] Air Force Army      DLA       Air Force Navy      Navy      Other DoD
## [57758] Army      Air Force Army      Navy      DLA       Army      DLA      
## [57765] Other DoD Army      MDA       Navy      Army      Navy      Other DoD
## [57772] Air Force Army      Other DoD Navy      Other DoD Army      Army     
## [57779] Other DoD Navy      Army      DLA       Other DoD Air Force Air Force
## [57786] Navy      Army      Other DoD DLA       Army      Army      Army     
## [57793] Navy      Army      DLA       DLA       DLA       Navy      DLA      
## [57800] Air Force Army      Navy      Air Force Air Force Air Force Navy     
## [57807] Air Force Army      Navy      Navy      Air Force Air Force DLA      
## [57814] Other DoD Air Force Navy      Navy      Army      Navy      DLA      
## [57821] Navy      Air Force Army      Army      Navy      Other DoD Army     
## [57828] Army      Air Force DLA       Army      Navy      Air Force Navy     
## [57835] Navy      Air Force Air Force Navy      Army      DLA       Air Force
## [57842] Navy      Air Force Army      Navy      Other DoD Navy      DLA      
## [57849] DLA       Navy      Air Force Army      Navy      Army      Navy     
## [57856] Air Force Navy      Air Force Air Force Army      Navy      Air Force
## [57863] DLA       Other DoD Navy      Army      Air Force Other DoD Army     
## [57870] Army      Navy      Navy      Navy      Navy      Air Force Army     
## [57877] Air Force Army      Other DoD Army      Other DoD Navy      Army     
## [57884] Other DoD DLA       Army      Navy      Other DoD Navy      Navy     
## [57891] Navy      Army      Army      Other DoD Navy      Other DoD Other DoD
## [57898] Air Force Other DoD Army      Navy      Navy      Army      Air Force
## [57905] DLA       Army      Army      Air Force DLA       DLA       Air Force
## [57912] Air Force Army      Air Force Other DoD Navy      Navy      Army     
## [57919] Navy      Navy      Air Force Air Force Navy      Air Force DLA      
## [57926] Army      Other DoD Other DoD Army      Army      DLA       Army     
## [57933] Navy      Other DoD Air Force Air Force Navy      Air Force Navy     
## [57940] Army      Air Force Army      Army      Navy      Navy      Navy     
## [57947] Navy      Other DoD Air Force Air Force Army      Air Force Army     
## [57954] Army      Air Force Air Force Other DoD Army      Navy      Air Force
## [57961] Navy      Army      Navy      Other DoD Army      Navy      Navy     
## [57968] Air Force Navy      Navy      Navy      DLA       Air Force Army     
## [57975] Army      Army      Other DoD Army      Navy      Army      Air Force
## [57982] Army      Navy      Navy      Army      Navy      Navy      Navy     
## [57989] Navy      Other DoD Army      Army      Air Force Air Force Navy     
## [57996] Army      Air Force Air Force Army      Navy      Army      Air Force
## [58003] Air Force Army      Air Force Air Force Army      Army      Navy     
## [58010] DLA       Army      Navy      DLA       Air Force Army      Navy     
## [58017] Army      Army      Air Force Navy      Air Force Navy      Other DoD
## [58024] Air Force DLA       Army      Air Force Air Force DLA       Air Force
## [58031] Other DoD Army      Other DoD Army      DLA       Army      Navy     
## [58038] Navy      Army      Air Force Other DoD Other DoD Navy      Navy     
## [58045] Navy      Air Force Other DoD Navy      Navy      Army      DLA      
## [58052] Navy      DLA       Navy      Navy      Navy      Navy      Air Force
## [58059] DLA       Navy      Air Force DLA       Army      Army      Navy     
## [58066] Army      Army      Army      Navy      DLA       Army      DLA      
## [58073] Air Force Army      Other DoD Other DoD DLA       Army      Navy     
## [58080] DLA       Army      Navy      Air Force DLA       Army      Air Force
## [58087] Air Force Navy      Navy      Other DoD Air Force Navy      Navy     
## [58094] Air Force Other DoD Army      Navy      DLA       Navy      Army     
## [58101] Air Force Army      Air Force Army      Army      Other DoD Army     
## [58108] Army      Navy      Air Force DLA       Air Force Navy      Army     
## [58115] Navy      MDA       Air Force Navy      Army      Army      Navy     
## [58122] Army      Air Force DLA       DLA       Navy      Navy      Navy     
## [58129] Navy      Navy      DLA       Air Force Army      Air Force Air Force
## [58136] Navy      Army      Air Force Navy      DLA       Army      Navy     
## [58143] Army      Navy      DLA       Navy      DLA       DLA       Air Force
## [58150] Air Force Navy      DLA       DLA       Army      Other DoD Army     
## [58157] Navy      Other DoD Navy      Navy      Navy      Army      Air Force
## [58164] Navy      Air Force DLA       Army      Army      Army      Navy     
## [58171] Army      Navy      Air Force Army      Army      Navy      Army     
## [58178] Navy      Air Force Army      Army      DLA       Other DoD Army     
## [58185] Other DoD Navy      Navy      Air Force Air Force Air Force Army     
## [58192] Army      Navy      DLA       DLA       Air Force Navy      DLA      
## [58199] Army      Army      Navy      Other DoD Navy      Air Force Army     
## [58206] Air Force Army      Air Force Other DoD Other DoD Other DoD Navy     
## [58213] Other DoD Air Force Other DoD Air Force Air Force Navy      Army     
## [58220] Navy      DLA       Navy      Army      Navy      Navy      Other DoD
## [58227] DLA       Navy      Army      Other DoD Army      Navy      Navy     
## [58234] Other DoD DLA       Air Force Army      Other DoD Navy      DLA      
## [58241] Air Force Other DoD Army      Army      Navy      Army      Air Force
## [58248] Other DoD Navy      Other DoD Air Force Navy      Air Force Army     
## [58255] Air Force Navy      Other DoD Army      DLA       Army      Navy     
## [58262] Navy      DLA       Other DoD Other DoD Navy      Navy      Army     
## [58269] Navy      Air Force Navy      Army      DLA       Navy      Other DoD
## [58276] Army      Navy      Navy      Navy      Army      Air Force Navy     
## [58283] Army      DLA       Other DoD Army      Other DoD Navy      Army     
## [58290] Army      DLA       Navy      Other DoD Navy      Navy      Other DoD
## [58297] Air Force Air Force Navy      Air Force Navy      Air Force Other DoD
## [58304] DLA       DLA       DLA       Air Force Army      Air Force DLA      
## [58311] Navy      DLA       Army      Navy      Navy      Other DoD Navy     
## [58318] Navy      Other DoD Army      DLA       Army      Other DoD Navy     
## [58325] Other DoD Other DoD Army      Army      Navy      DLA       Army     
## [58332] Army      Other DoD Army      Navy      Navy      Navy      Army     
## [58339] Air Force Army      Other DoD Navy      Army      Air Force Navy     
## [58346] Army      Air Force Navy      Air Force Navy      Air Force Air Force
## [58353] Navy      Air Force Army      Navy      Air Force Navy      Other DoD
## [58360] DLA       DLA       DLA       Navy      Army      Navy      Army     
## [58367] Air Force Navy      Navy      Navy      DLA       Army      Navy     
## [58374] Other DoD Navy      Army      Air Force Army      Army      Army     
## [58381] Army      Army      Army      DLA       DLA       Army      Air Force
## [58388] Army      Air Force Air Force Air Force Army      Army      Navy     
## [58395] DLA       Navy      Other DoD Army      Navy      Other DoD Air Force
## [58402] Other DoD Navy      Navy      Navy      Air Force Navy      DLA      
## [58409] Navy      DLA       Navy      Navy      Army      Other DoD Navy     
## [58416] Other DoD Other DoD Navy      Air Force Other DoD Army      Navy     
## [58423] Air Force Navy      Army      Air Force DLA       Air Force Army     
## [58430] Navy      Air Force Army      Navy      Air Force Air Force DLA      
## [58437] Army      Air Force Air Force Army      Army      DLA       Navy     
## [58444] Army      Army      Navy      Army      Army      Army      Army     
## [58451] Navy      Army      Navy      DLA       Air Force Other DoD Air Force
## [58458] Navy      Army      Air Force Army      Air Force Navy      Other DoD
## [58465] Army      Army      Army      Air Force Army      DLA       DLA      
## [58472] Air Force Air Force Navy      Air Force Air Force Air Force Navy     
## [58479] DLA       Other DoD Army      Other DoD Navy      Navy      Other DoD
## [58486] Air Force Army      DLA       DLA       Navy      Other DoD Army     
## [58493] Army      Army      Navy      Navy      Navy      Navy      Air Force
## [58500] Other DoD Air Force Air Force DLA       Army      Navy      Other DoD
## [58507] Army      Army      Navy      Navy      Army      DLA       Navy     
## [58514] Navy      Army      Navy      Navy      Army      Army      Navy     
## [58521] Army      Army      Army      Air Force Air Force Army      Navy     
## [58528] Army      Navy      Army      Air Force Navy      Army      DLA      
## [58535] Navy      Air Force Army      Army      Navy      Army      Navy     
## [58542] Navy      DLA       DLA       Army      Air Force Army      Army     
## [58549] Army      Army      Other DoD Other DoD Army      Navy      DLA      
## [58556] Air Force Other DoD Air Force Air Force Navy      Air Force Army     
## [58563] Navy      DLA       Army      Army      Other DoD Navy      Air Force
## [58570] DLA       Other DoD Army      Air Force Air Force Air Force Army     
## [58577] DLA       Navy      Army      Navy      Navy      Navy      Army     
## [58584] DLA       Navy      DLA       Navy      Air Force Navy      Navy     
## [58591] Navy      Army      Navy      Navy      DLA       Navy      DLA      
## [58598] Other DoD Navy      Air Force Army      Navy      Air Force Other DoD
## [58605] Air Force DLA       DLA       Air Force Navy      Other DoD Army     
## [58612] Navy      Army      Air Force Army      Army      Navy      Other DoD
## [58619] Other DoD Navy      Navy      DLA       Army      Army      Other DoD
## [58626] Air Force Army      Other DoD Navy      Army      Navy      Army     
## [58633] Army      Army      Other DoD Army      Air Force Navy      Army     
## [58640] Navy      Army      Navy      Army      Navy      Army      Air Force
## [58647] Navy      Navy      Other DoD Navy      Air Force DLA       Air Force
## [58654] Army      DLA       Army      DLA       Army      Air Force Navy     
## [58661] Navy      Navy      Army      Navy      DLA       Army      DLA      
## [58668] Army      Air Force Air Force Other DoD Army      Other DoD Air Force
## [58675] Navy      Air Force Other DoD Navy      DLA       Air Force Army     
## [58682] Army      Navy      Air Force Navy      Army      Army      Army     
## [58689] Navy      Other DoD Navy      Army      Navy      Other DoD Army     
## [58696] Air Force Army      Other DoD Navy      Navy      Army      Navy     
## [58703] Other DoD DLA       Army      Air Force Army      Navy      Air Force
## [58710] Army      Navy      Air Force Navy      Air Force Air Force Navy     
## [58717] Navy      Navy      Navy      DLA       Army      Navy      Navy     
## [58724] Air Force Army      Air Force Army      Army      Other DoD Army     
## [58731] Navy      Air Force Navy      DLA       Army      Army      DLA      
## [58738] Navy      Army      Navy      DLA       DLA       DLA       Air Force
## [58745] Navy      Air Force Navy      Other DoD Other DoD Navy      Navy     
## [58752] Navy      Air Force Navy      Army      Navy      Navy      Army     
## [58759] Navy      Air Force Navy      Navy      Navy      Army      Army     
## [58766] Other DoD Navy      Navy      Army      Army      Navy      Air Force
## [58773] Air Force DLA       Air Force Air Force Air Force DLA       Army     
## [58780] Navy      Air Force Navy      Navy      Other DoD Navy      Other DoD
## [58787] Air Force Air Force Air Force Army      DLA       Army      Army     
## [58794] Other DoD DLA       Army      Army      Army      Air Force Army     
## [58801] Army      Army      Navy      Army      Navy      Navy      Air Force
## [58808] Air Force Air Force DLA       Air Force Army      Navy      DLA      
## [58815] Navy      Other DoD Air Force Air Force Army      Other DoD Air Force
## [58822] DLA       Air Force Army      Navy      Navy      Navy      DLA      
## [58829] Navy      Navy      Army      DLA       Army      Navy      Army     
## [58836] DLA       Army      Navy      Navy      DLA       DLA       Army     
## [58843] Navy      Army      DLA       Navy      Air Force Army      Army     
## [58850] Army      Navy      Navy      Army      Navy      Navy      Navy     
## [58857] Army      Army      Army      Army      Army      Air Force Army     
## [58864] Army      Air Force Army      Army      Army      Army      Other DoD
## [58871] Navy      Navy      Navy      Navy      Army      Navy      Army     
## [58878] Air Force Army      Army      Navy      Navy      Air Force Navy     
## [58885] Navy      Other DoD DLA       Army      Army      Army      DLA      
## [58892] Air Force Navy      Navy      Army      Navy      Army      Air Force
## [58899] DLA       Air Force Navy      Army      Other DoD Air Force Navy     
## [58906] Army      Army      Navy      Air Force Navy      Navy      Army     
## [58913] Other DoD Air Force Other DoD DLA       Navy      Navy      Air Force
## [58920] Army      Navy      Navy      Army      Army      Navy      Army     
## [58927] Air Force Air Force Air Force Navy      DLA       Army      Army     
## [58934] DLA       Navy      Army      Army      Air Force Navy      Army     
## [58941] Army      Navy      Other DoD Navy      Air Force Navy      Other DoD
## [58948] Navy      DLA       DLA       Air Force Army      Army      Navy     
## [58955] Army      DLA       Navy      Air Force DLA       DLA       Army     
## [58962] Other DoD Navy      Army      DLA       Other DoD Navy      Army     
## [58969] DLA       DLA       Navy      Other DoD Navy      Navy      Navy     
## [58976] Other DoD DLA       Army      Navy      Other DoD Navy      Navy     
## [58983] Air Force Navy      Air Force Navy      Navy      DLA       Navy     
## [58990] Navy      Air Force Navy      Air Force Navy      Navy      Navy     
## [58997] Other DoD Army      Other DoD Army      Air Force Navy      Army     
## [59004] Army      Army      Army      Other DoD Army      Army      Air Force
## [59011] Army      Army      Navy      Navy      Army      Army      Army     
## [59018] Army      Air Force Army      Air Force Navy      Other DoD Army     
## [59025] Army      Navy      Navy      Other DoD Air Force Air Force Army     
## [59032] Air Force Air Force DLA       Navy      Navy      Air Force Air Force
## [59039] Other DoD Army      Navy      DLA       Other DoD Other DoD Army     
## [59046] Navy      Navy      Other DoD DLA       Navy      Army      Navy     
## [59053] DLA       Navy      DLA       Army      Army      Air Force Army     
## [59060] Air Force Air Force DLA       Army      Navy      Navy      DLA      
## [59067] Army      DLA       Army      Army      Navy      DLA       DLA      
## [59074] Army      Other DoD Air Force DLA       Other DoD Navy      DLA      
## [59081] Navy      Army      Army      Navy      Navy      Air Force Army     
## [59088] Air Force Air Force Air Force Army      Air Force Army      Navy     
## [59095] DLA       Army      Army      Army      Army      Army      Navy     
## [59102] Army      Navy      Army      Navy      Navy      Air Force Navy     
## [59109] Army      Air Force Army      Army      Army      Navy      Air Force
## [59116] Army      Air Force Navy      Air Force Navy      Navy      Navy     
## [59123] Army      Air Force DLA       Army      Air Force Navy      Air Force
## [59130] DLA       Navy      Air Force Air Force Navy      Army      Air Force
## [59137] Air Force Other DoD Army      Air Force Navy      Air Force Other DoD
## [59144] Navy      Air Force Navy      Navy      Air Force DLA       Navy     
## [59151] Army      Army      Army      Army      Navy      Army      Navy     
## [59158] Navy      Navy      DLA       Navy      Air Force Army      Navy     
## [59165] Army      Army      Army      DLA       DLA       Other DoD Army     
## [59172] Navy      Navy      DLA       Air Force DLA       Army      Navy     
## [59179] Navy      Navy      Air Force Navy      Air Force DLA       DLA      
## [59186] DLA       Army      Army      Army      Air Force Air Force Navy     
## [59193] Other DoD Army      Air Force Navy      MDA       Navy      Army     
## [59200] Navy      Navy      Navy      Air Force Air Force DLA       DLA      
## [59207] Air Force DLA       Navy      Other DoD DLA       Army      Army     
## [59214] Army      Navy      Air Force Air Force Air Force Navy      Navy     
## [59221] Army      Navy      Navy      Navy      Army      Air Force Navy     
## [59228] Army      Army      Army      Other DoD Air Force Navy      Air Force
## [59235] Navy      DLA       DLA       Navy      Army      Air Force Navy     
## [59242] DLA       DLA       Navy      Air Force Army      Army      DLA      
## [59249] Army      Air Force Air Force Air Force Army      Air Force Army     
## [59256] Army      DLA       Army      Air Force Navy      Army      Navy     
## [59263] Other DoD Air Force Navy      Army      DLA       Navy      Navy     
## [59270] DLA       Air Force DLA       Air Force Other DoD Army      DLA      
## [59277] Other DoD DLA       Navy      Army      Army      Navy      Army     
## [59284] Navy      Army      DLA       Air Force Army      Air Force DLA      
## [59291] Navy      Army      Army      Navy      Army      MDA       Air Force
## [59298] Army      Navy      Army      Air Force Army      Navy      Navy     
## [59305] DLA       Army      Air Force Army      DLA       Army      DLA      
## [59312] Navy      Army      Navy      Navy      Army      Other DoD DLA      
## [59319] Army      Navy      Navy      DLA       Navy      Army      DLA      
## [59326] Army      Air Force Other DoD Air Force Air Force Army      Army     
## [59333] DLA       Navy      Navy      Army      Air Force Other DoD Other DoD
## [59340] Air Force Army      Navy      Army      Army      Army      Navy     
## [59347] Navy      Army      Other DoD Other DoD Navy      Navy      Air Force
## [59354] DLA       DLA       Other DoD MDA       Air Force Army      Other DoD
## [59361] Army      Army      Air Force Army      DLA       Navy      Air Force
## [59368] Army      Army      DLA       DLA       DLA       Navy      Other DoD
## [59375] Air Force DLA       Navy      Army      DLA       Other DoD DLA      
## [59382] Other DoD Navy      Army      DLA       DLA       Air Force Air Force
## [59389] Air Force DLA       Air Force Army      DLA       Other DoD Air Force
## [59396] Army      Air Force Army      Army      Air Force DLA       Navy     
## [59403] Navy      Army      Other DoD Navy      Navy      Navy      DLA      
## [59410] Air Force Army      Other DoD Navy      Air Force Other DoD Air Force
## [59417] Air Force Air Force Air Force Army      DLA       Navy      Navy     
## [59424] Navy      Air Force Army      DLA       Navy      Army      DLA      
## [59431] Navy      Air Force Navy      Navy      Army      Air Force Army     
## [59438] Other DoD Army      Army      DLA       Air Force Navy      DLA      
## [59445] Other DoD Army      Other DoD Army      Army      Navy      Navy     
## [59452] Army      Army      Army      Navy      Army      Army      Navy     
## [59459] Navy      Navy      Navy      Army      Army      Other DoD Army     
## [59466] Air Force Army      Army      Air Force Navy      Air Force Air Force
## [59473] Navy      Navy      Air Force Air Force Navy      Navy      Air Force
## [59480] Army      DLA       Army      Air Force Air Force Navy      Navy     
## [59487] Other DoD Navy      Navy      Army      Navy      Army      Navy     
## [59494] DLA       DLA       Air Force Air Force Army      Army      Other DoD
## [59501] Navy      DLA       Army      MDA       Navy      Air Force DLA      
## [59508] Navy      Navy      Air Force Navy      Army      Air Force Army     
## [59515] Air Force Other DoD Navy      DLA       Air Force Army      Other DoD
## [59522] DLA       Air Force DLA       DLA       DLA       Air Force Other DoD
## [59529] Army      DLA       Navy      Navy      Navy      DLA       DLA      
## [59536] Navy      DLA       Navy      Navy      Army      Navy      Navy     
## [59543] DLA       Navy      Army      DLA       Army      DLA       Army     
## [59550] DLA       Air Force Army      Navy      Other DoD Other DoD Navy     
## [59557] Air Force Army      Army      Other DoD Air Force Navy      Air Force
## [59564] Army      Army      DLA       DLA       Army      Army      Other DoD
## [59571] Navy      Navy      Air Force Army      DLA       Army      Navy     
## [59578] Army      Army      Air Force Air Force Army      DLA       Army     
## [59585] Army      Army      Other DoD Army      Navy      Army      Air Force
## [59592] Air Force Air Force DLA       Air Force DLA       DLA       Other DoD
## [59599] Navy      Army      Navy      Army      Air Force DLA       Army     
## [59606] Air Force Air Force Navy      DLA       DLA       Army      Navy     
## [59613] Army      Other DoD DLA       Army      Air Force DLA       Air Force
## [59620] DLA       Navy      Other DoD Air Force Other DoD Army      Navy     
## [59627] Navy      DLA       Air Force Army      Other DoD Army      Army     
## [59634] Navy      Navy      Navy      DLA       Army      Army      Navy     
## [59641] Army      Other DoD Navy      DLA       DLA       Navy      Army     
## [59648] Other DoD Navy      Army      Army      Army      DLA       Air Force
## [59655] Army      Other DoD Air Force Navy      Navy      Army      Navy     
## [59662] DLA       Navy      Navy      DLA       Air Force Navy      Navy     
## [59669] Other DoD Army      Army      Air Force Army      Other DoD Navy     
## [59676] Navy      DLA       Navy      Navy      Army      Army      DLA      
## [59683] DLA       Other DoD Army      DLA       Air Force Navy      Army     
## [59690] DLA       Army      Army      Army      Navy      Navy      Army     
## [59697] Air Force Other DoD Other DoD Navy      Army      Other DoD Army     
## [59704] Army      Air Force Other DoD Other DoD Army      Air Force Air Force
## [59711] DLA       Air Force Other DoD Air Force Army      Air Force Army     
## [59718] Army      DLA       Army      Navy      Navy      Army      Army     
## [59725] Army      Navy      Air Force Navy      Other DoD Air Force Army     
## [59732] DLA       Air Force Navy      Army      Army      Navy      Army     
## [59739] Army      Navy      Army      Navy      Navy      Army      Navy     
## [59746] Army      Air Force Navy      Navy      Navy      Army      Army     
## [59753] Other DoD Air Force DLA       Air Force Army      Army      Air Force
## [59760] Army      Navy      Air Force Other DoD Navy      Other DoD Air Force
## [59767] Army      Army      DLA       Air Force Air Force Army      Other DoD
## [59774] Other DoD Air Force Army      Navy      Army      Air Force DLA      
## [59781] Army      Navy      Air Force DLA       Army      Army      Air Force
## [59788] Army      Army      Army      Air Force Army      Army      Navy     
## [59795] Other DoD DLA       Other DoD Air Force Army      DLA       Army     
## [59802] Army      Navy      Navy      Air Force Army      Navy      Air Force
## [59809] Army      Army      Air Force Other DoD Army      Navy      Other DoD
## [59816] Navy      Navy      Air Force Navy      Army      Air Force Other DoD
## [59823] Navy      Air Force Army      DLA       DLA       DLA       Army     
## [59830] Air Force DLA       DLA       Navy      Navy      Other DoD DLA      
## [59837] Army      Navy      Army      Army      Navy      DLA       Other DoD
## [59844] DLA       Navy      Navy      Navy      Army      DLA       Army     
## [59851] Army      DLA       Navy      Army      Navy      Army      DLA      
## [59858] Other DoD Air Force Army      Army      Army      Other DoD Navy     
## [59865] Air Force Army      Army      DLA       Other DoD Navy      Air Force
## [59872] Army      Navy      Army      DLA       DLA       Navy      Air Force
## [59879] Navy      Army      Army      DLA       Army      Other DoD Navy     
## [59886] Air Force Air Force Air Force Navy      Other DoD Air Force Army     
## [59893] Army      Navy      Navy      Navy      Navy      Army      Air Force
## [59900] Navy      DLA       Air Force Air Force Navy      Army      Navy     
## [59907] Navy      Navy      Air Force DLA       Army      Navy      Army     
## [59914] Navy      Air Force Air Force Air Force Air Force DLA       Other DoD
## [59921] Army      Navy      DLA       DLA       Other DoD Navy      DLA      
## [59928] Army      Army      Army      Army      Army      Navy      Army     
## [59935] Other DoD Army      Army      Other DoD Other DoD Air Force Army     
## [59942] Air Force Air Force Air Force Army      Army      Navy      Army     
## [59949] DLA       Navy      DLA       Air Force Navy      Other DoD Air Force
## [59956] Army      Other DoD MDA       Navy      DLA       Other DoD DLA      
## [59963] Other DoD Other DoD Navy      DLA       Air Force Army      DLA      
## [59970] Navy      Army      Navy      Other DoD Army      Army      Air Force
## [59977] Air Force Other DoD Air Force Navy      Army      Air Force Navy     
## [59984] Navy      Army      Navy      Other DoD Other DoD Air Force Air Force
## [59991] Other DoD Army      Army      Air Force Other DoD DLA       Army     
## [59998] Army      DLA       DLA       Army      Navy      Navy      Air Force
## [60005] Air Force DLA       DLA       Army      Air Force Navy      Army     
## [60012] Air Force Navy      DLA       DLA       Navy      DLA       Air Force
## [60019] Army      Army      Navy      Navy      Air Force Army      Air Force
## [60026] Army      Navy      Army      Army      Air Force MDA       Navy     
## [60033] DLA       Army      Army      Navy      Navy      Army      Navy     
## [60040] Air Force Navy      Navy      DLA       Army      Army      Army     
## [60047] Army      DLA       Army      Army      Air Force Army      Air Force
## [60054] Army      Navy      Army      Navy      Navy      Army      Army     
## [60061] Army      Navy      Air Force Navy      Army      Army      Navy     
## [60068] Army      Navy      Army      Navy      Army      Navy      Navy     
## [60075] Other DoD DLA       Navy      Navy      Other DoD Army      Air Force
## [60082] Air Force DLA       Navy      Other DoD Air Force Army      Navy     
## [60089] DLA       Navy      DLA       Navy      Army      DLA       Air Force
## [60096] Air Force DLA       Army      Army      Navy      Navy      Navy     
## [60103] Navy      Navy      Army      Navy      Navy      Air Force Air Force
## [60110] Army      Navy      Air Force DLA       Army      Air Force Air Force
## [60117] Army      Navy      Air Force Army      Army      Navy      Army     
## [60124] Army      DLA       Army      DLA       Air Force Air Force DLA      
## [60131] DLA       Army      Air Force Air Force DLA       Other DoD Navy     
## [60138] Navy      Navy      Air Force Army      Navy      DLA       Army     
## [60145] DLA       Navy      Air Force Army      Army      Navy      Navy     
## [60152] Navy      Navy      Navy      Other DoD Navy      Navy      MDA      
## [60159] Air Force DLA       Air Force Other DoD Army      Army      Navy     
## [60166] Army      DLA       Navy      Army      Army      Air Force DLA      
## [60173] Army      Army      Navy      Air Force Army      Navy      Navy     
## [60180] Navy      Navy      Navy      Air Force Navy      Army      DLA      
## [60187] Air Force DLA       Army      DLA       Navy      Army      Air Force
## [60194] Army      Army      Navy      Army      DLA       Other DoD Air Force
## [60201] Army      Other DoD Navy      Army      Navy      Navy      Navy     
## [60208] Air Force Air Force Navy      Navy      Navy      Navy      Navy     
## [60215] DLA       Air Force Army      DLA       Army      Army      Navy     
## [60222] Air Force DLA       Army      Other DoD Army      Air Force Army     
## [60229] Army      Air Force Army      DLA       DLA       Air Force Navy     
## [60236] Air Force DLA       Army      Other DoD Army      Army      Army     
## [60243] Navy      Air Force Air Force Air Force Air Force Army      Air Force
## [60250] Navy      Air Force Air Force Navy      Other DoD Army      DLA      
## [60257] DLA       Army      DLA       Navy      Army      Navy      Navy     
## [60264] Army      Other DoD DLA       Army      Other DoD Navy      DLA      
## [60271] Air Force Army      Navy      Other DoD DLA       Air Force Navy     
## [60278] Navy      DLA       Army      Other DoD Army      Navy      Other DoD
## [60285] DLA       Army      Army      Air Force Army      Navy      Other DoD
## [60292] Navy      Air Force Air Force DLA       Navy      Other DoD Army     
## [60299] Army      Army      Air Force Navy      Other DoD Navy      Navy     
## [60306] DLA       Army      Navy      Navy      Other DoD Army      Navy     
## [60313] Navy      Army      Navy      Navy      DLA       Army      Air Force
## [60320] Air Force Other DoD Army      Air Force Army      DLA       Air Force
## [60327] Army      Army      Air Force Air Force Army      Army      Navy     
## [60334] Army      Navy      Other DoD Other DoD DLA       DLA       Army     
## [60341] DLA       Navy      Navy      Army      Navy      Army      Navy     
## [60348] Air Force Navy      Air Force Air Force Navy      Navy      Other DoD
## [60355] Air Force Air Force Air Force Army      Navy      Air Force Navy     
## [60362] Other DoD Navy      Army      Navy      DLA       Other DoD Navy     
## [60369] Navy      DLA       Navy      Army      Navy      Navy      Other DoD
## [60376] Army      Army      Navy      DLA       DLA       DLA       DLA      
## [60383] DLA       Army      DLA       Army      Other DoD DLA       Air Force
## [60390] Army      Other DoD Navy      Navy      Army      Army      DLA      
## [60397] Air Force Army      DLA       Navy      Navy      Army      Other DoD
## [60404] Army      Navy      Other DoD Air Force Army      DLA       Air Force
## [60411] DLA       Navy      DLA       Army      Navy      Air Force Navy     
## [60418] Air Force Army      Air Force DLA       Navy      Air Force Other DoD
## [60425] Army      Army      Army      Other DoD Navy      Army      Other DoD
## [60432] Other DoD DLA       Air Force Navy      DLA       Navy      DLA      
## [60439] Navy      Navy      Army      DLA       Army      Navy      Other DoD
## [60446] DLA       Other DoD Navy      Navy      Air Force Other DoD Army     
## [60453] Navy      Navy      Air Force Navy      DLA       Air Force Navy     
## [60460] Army      MDA       Air Force Army      Other DoD Army      Army     
## [60467] Army      Air Force Army      DLA       Army      Army      Air Force
## [60474] Army      Army      Air Force DLA       Army      Army      Army     
## [60481] Air Force DLA       Army      DLA       Air Force Navy      Air Force
## [60488] Air Force Air Force Army      Other DoD Other DoD Air Force Navy     
## [60495] Navy      DLA       Army      DLA       Army      Army      Army     
## [60502] Air Force Other DoD DLA       Army      MDA       Navy      Navy     
## [60509] DLA       Air Force Air Force Army      Air Force Air Force Army     
## [60516] Army      Navy      Navy      Army      Navy      Air Force Air Force
## [60523] Army      Air Force Navy      Army      Air Force Air Force Army     
## [60530] Army      Other DoD Navy      MDA       Navy      DLA       Army     
## [60537] Army      Navy      Other DoD Army      DLA       Air Force Army     
## [60544] Navy      Army      Navy      Air Force Air Force Army      Army     
## [60551] Navy      Army      Navy      Other DoD Other DoD DLA       Army     
## [60558] Air Force Air Force Other DoD Other DoD Other DoD DLA       Other DoD
## [60565] Other DoD Navy      Army      Other DoD Army      Army      Navy     
## [60572] Other DoD Army      Air Force DLA       Army      Navy      Navy     
## [60579] Navy      Army      Army      Air Force Army      Army      Army     
## [60586] DLA       Navy      Army      Army      Army      Navy      DLA      
## [60593] Navy      DLA       Army      Army      Air Force Army      Navy     
## [60600] Navy      Air Force Air Force DLA       Army      Army      Air Force
## [60607] Navy      Army      DLA       DLA       Air Force Army      Other DoD
## [60614] DLA       Other DoD Air Force Air Force Navy      Air Force Army     
## [60621] DLA       Army      Navy      DLA       Other DoD Air Force Army     
## [60628] Army      Army      Air Force Army      Navy      Army      Army     
## [60635] Navy      DLA       Navy      Other DoD DLA       Navy      Army     
## [60642] Navy      Army      Army      Air Force Navy      Air Force Air Force
## [60649] Navy      Army      Navy      DLA       Navy      DLA       DLA      
## [60656] Navy      Navy      Air Force Army      Army      Air Force Navy     
## [60663] Army      Army      Army      Navy      Navy      Army      Air Force
## [60670] Army      Army      Navy      Army      Navy      Navy      Air Force
## [60677] Army      Army      Navy      Army      Other DoD Army      Air Force
## [60684] Navy      Army      DLA       DLA       Army      Other DoD DLA      
## [60691] Navy      Army      Army      Navy      DLA       Air Force DLA      
## [60698] DLA       Air Force Navy      DLA       Navy      Army      Navy     
## [60705] Other DoD Army      Navy      Navy      Army      Army      Air Force
## [60712] Navy      Army      Navy      Air Force Army      Army      Air Force
## [60719] Navy      Army      DLA       Army      Army      Army      Army     
## [60726] Navy      Navy      Navy      Navy      Army      Navy      Air Force
## [60733] Army      Army      DLA       Army      Air Force DLA       Army     
## [60740] Other DoD Air Force Air Force Army      Army      Air Force Navy     
## [60747] Air Force Navy      MDA       Army      Navy      Navy      Army     
## [60754] Air Force Navy      Navy      DLA       Navy      Army      Air Force
## [60761] Army      Navy      Navy      Air Force Army      Army      Army     
## [60768] Air Force Army      DLA       DLA       Other DoD Navy      Air Force
## [60775] Navy      Air Force DLA       Air Force Air Force Army      Navy     
## [60782] Air Force DLA       Army      DLA       Army      Army      Navy     
## [60789] Air Force Army      Army      DLA       Army      Navy      Army     
## [60796] Navy      Army      Air Force Navy      Air Force Other DoD DLA      
## [60803] Navy      Air Force Air Force DLA       Army      Air Force Navy     
## [60810] Air Force Navy      Navy      Navy      Other DoD Navy      Army     
## [60817] Air Force Army      Other DoD DLA       Army      Air Force DLA      
## [60824] Navy      DLA       Air Force Other DoD Navy      Army      Air Force
## [60831] DLA       DLA       Army      Other DoD Navy      DLA       Army     
## [60838] Navy      Army      Air Force Air Force Other DoD Navy      Air Force
## [60845] Air Force Air Force Navy      Air Force Army      Air Force Navy     
## [60852] DLA       Army      Air Force Navy      Army      Air Force Navy     
## [60859] Navy      Army      Army      Navy      Other DoD Navy      Navy     
## [60866] Navy      Army      Air Force Navy      Other DoD Army      Navy     
## [60873] Navy      DLA       Navy      Air Force Navy      Navy      Navy     
## [60880] Army      Air Force DLA       Army      Army      Air Force Other DoD
## [60887] Navy      Air Force Navy      MDA       Navy      Air Force Other DoD
## [60894] Army      Army      Army      DLA       Air Force Other DoD Air Force
## [60901] DLA       Navy      Navy      Army      DLA       Other DoD DLA      
## [60908] Navy      Air Force DLA       Army      DLA       Navy      DLA      
## [60915] Other DoD Navy      Army      Other DoD Army      DLA       Navy     
## [60922] Navy      Army      Other DoD Navy      Army      Navy      Navy     
## [60929] Other DoD Army      DLA       Army      DLA       Navy      Air Force
## [60936] DLA       Navy      Other DoD DLA       Navy      Air Force Navy     
## [60943] DLA       Navy      Other DoD Army      Army      Navy      Army     
## [60950] Navy      Navy      Army      Army      Air Force Navy      Army     
## [60957] Air Force DLA       Army      Other DoD DLA       Army      Army     
## [60964] DLA       Army      Army      Army      DLA       Navy      Navy     
## [60971] Navy      Navy      Navy      Army      Other DoD DLA       Navy     
## [60978] Navy      Army      Navy      Army      Other DoD Air Force Army     
## [60985] Air Force Army      Other DoD Army      Army      DLA       Army     
## [60992] Air Force Army      Army      Air Force Army      DLA       Navy     
## [60999] Army      Navy      DLA       DLA       Navy      DLA       Navy     
## [61006] Navy      Army      Navy      Navy      Air Force Army      Army     
## [61013] Air Force Air Force Navy      Army      Navy      Air Force Army     
## [61020] Navy      Navy      Air Force Army      Army      Army      Other DoD
## [61027] Other DoD Navy      Navy      Army      Navy      Army      Navy     
## [61034] Air Force DLA       Navy      DLA       Army      Army      Navy     
## [61041] Air Force Air Force Navy      MDA       Air Force DLA       Army     
## [61048] Army      DLA       DLA       Navy      Navy      Army      Army     
## [61055] Navy      DLA       Air Force DLA       Army      Army      Navy     
## [61062] Army      Navy      Air Force DLA       Air Force Navy      Army     
## [61069] Navy      Navy      Other DoD Other DoD Air Force Army      DLA      
## [61076] Air Force Army      Other DoD Air Force Navy      Army      Army     
## [61083] Army      Air Force Navy      Navy      DLA       Navy      Army     
## [61090] Navy      Air Force Army      DLA       Air Force Navy      Navy     
## [61097] Army      Other DoD Army      Air Force DLA       Army      Other DoD
## [61104] Other DoD Air Force Army      Army      Army      Army      Navy     
## [61111] DLA       Navy      Navy      Army      Air Force Navy      Navy     
## [61118] Air Force Navy      DLA       DLA       DLA       Navy      Army     
## [61125] Other DoD Army      Army      Other DoD Navy      Army      Air Force
## [61132] Navy      Army      Other DoD Army      Army      Navy      Air Force
## [61139] Army      DLA       DLA       DLA       Other DoD Other DoD Other DoD
## [61146] Navy      Army      Other DoD Army      Army      DLA       Army     
## [61153] Navy      Army      Army      Army      Other DoD Army      Navy     
## [61160] Navy      Air Force Other DoD Air Force Army      Navy      Air Force
## [61167] Army      Navy      Navy      Navy      Navy      Navy      Other DoD
## [61174] Air Force Navy      DLA       Air Force DLA       Air Force Navy     
## [61181] Army      Navy      Navy      DLA       Air Force Air Force DLA      
## [61188] Air Force Air Force Army      Army      Other DoD DLA       Other DoD
## [61195] Army      Air Force Air Force Air Force Army      Air Force Army     
## [61202] Navy      Army      Air Force Army      DLA       Navy      Air Force
## [61209] Army      Army      Army      Navy      Other DoD DLA       Army     
## [61216] Army      Army      Navy      Army      Navy      Navy      DLA      
## [61223] Army      Navy      Army      Navy      DLA       Army      DLA      
## [61230] Army      Army      Army      Army      Navy      Navy      Air Force
## [61237] Army      DLA       Navy      Army      Navy      DLA       Other DoD
## [61244] Other DoD Navy      Army      Navy      DLA       Navy      Air Force
## [61251] Army      Navy      Army      Navy      Other DoD Army      DLA      
## [61258] Air Force Air Force Army      Air Force Army      Navy      Navy     
## [61265] Army      Other DoD DLA       DLA       Air Force Army      Navy     
## [61272] DLA       DLA       Army      DLA       Navy      Navy      DLA      
## [61279] DLA       Army      Navy      Army      Navy      Army      Army     
## [61286] Army      Navy      Navy      Army      Air Force Navy      Navy     
## [61293] DLA       Army      Navy      Navy      Navy      Army      Other DoD
## [61300] Army      Army      Navy      Army      Navy      Air Force Navy     
## [61307] Army      Air Force Navy      Air Force Navy      Air Force Navy     
## [61314] Air Force Navy      Army      Navy      Navy      Navy      Army     
## [61321] DLA       Army      Army      DLA       DLA       Navy      Army     
## [61328] Army      DLA       Navy      DLA       Navy      Navy      DLA      
## [61335] Navy      Air Force Navy      Other DoD Army      Navy      Army     
## [61342] Army      Navy      Army      Air Force Army      DLA       Army     
## [61349] Navy      Army      Air Force Army      Navy      Other DoD DLA      
## [61356] Navy      Army      DLA       Other DoD Army      Army      DLA      
## [61363] Army      Navy      DLA       Navy      DLA       Army      Other DoD
## [61370] DLA       Army      Navy      Air Force Navy      Army      Army     
## [61377] Navy      Air Force Navy      Army      Air Force Other DoD Navy     
## [61384] Other DoD DLA       Army      Army      Army      Other DoD Navy     
## [61391] Navy      Air Force DLA       Army      Navy      Army      Army     
## [61398] Navy      Army      DLA       Army      Navy      Air Force Army     
## [61405] Air Force Air Force Navy      Army      DLA       DLA       Navy     
## [61412] Navy      DLA       Navy      Army      Navy      DLA       Navy     
## [61419] Air Force Army      Other DoD Other DoD DLA       Army      Navy     
## [61426] Air Force Army      Navy      Army      Army      Air Force Other DoD
## [61433] Navy      Navy      DLA       Army      Other DoD Army      Army     
## [61440] Navy      Navy      Air Force Army      Army      Air Force Air Force
## [61447] Army      Army      Air Force DLA       Navy      Navy      DLA      
## [61454] Army      DLA       Other DoD DLA       Navy      Army      Navy     
## [61461] Navy      Army      Navy      Other DoD Other DoD DLA       Army     
## [61468] Army      Army      Navy      Navy      Navy      Army      DLA      
## [61475] Navy      DLA       Air Force Navy      DLA       Air Force Air Force
## [61482] Other DoD Army      Army      Other DoD Army      Navy      Army     
## [61489] Air Force Air Force DLA       DLA       Air Force DLA       DLA      
## [61496] Army      Army      Air Force Navy      Army      DLA       Air Force
## [61503] Air Force Army      Other DoD Navy      Navy      Army      Navy     
## [61510] DLA       DLA       Air Force Army      Navy      Navy      Other DoD
## [61517] Army      Army      Air Force DLA       Army      Army      DLA      
## [61524] Navy      Army      DLA       DLA       Other DoD Other DoD Air Force
## [61531] Air Force Army      Army      Air Force Navy      Army      Army     
## [61538] Navy      Navy      Air Force Navy      DLA       DLA       Other DoD
## [61545] Navy      Air Force DLA       Air Force Army      DLA       DLA      
## [61552] Army      Navy      Air Force Army      DLA       Air Force Air Force
## [61559] DLA       Navy      Navy      Army      Army      Army      Air Force
## [61566] DLA       Army      Navy      Army      Air Force Air Force Air Force
## [61573] Other DoD Air Force Army      Army      Navy      Navy      Army     
## [61580] DLA       Army      DLA       Army      Navy      Navy      Navy     
## [61587] DLA       DLA       DLA       Army      Army      Air Force DLA      
## [61594] Air Force DLA       Air Force Navy      Army      DLA       Navy     
## [61601] Navy      Other DoD DLA       Army      Air Force Air Force Army     
## [61608] Air Force Air Force Army      Other DoD Navy      Navy      Other DoD
## [61615] Air Force DLA       DLA       Air Force Navy      Navy      Air Force
## [61622] Navy      Navy      Navy      DLA       Air Force Army      Navy     
## [61629] Army      DLA       DLA       DLA       Army      Army      Navy     
## [61636] Army      DLA       Air Force Other DoD Army      Navy      Army     
## [61643] Army      Army      DLA       Navy      Air Force Army      Navy     
## [61650] DLA       Army      Navy      Army      DLA       Navy      Other DoD
## [61657] Air Force Army      Army      Navy      Navy      Army      Air Force
## [61664] Navy      Army      Navy      Army      Army      Army      Army     
## [61671] Navy      Navy      Army      Navy      Army      Army      DLA      
## [61678] Army      Army      Other DoD DLA       Army      DLA       Other DoD
## [61685] DLA       Air Force Army      Other DoD Army      Army      DLA      
## [61692] Army      Navy      Navy      Navy      Navy      Army      Navy     
## [61699] Army      Air Force Navy      Navy      Army      Navy      Other DoD
## [61706] Army      DLA       Army      DLA       DLA       DLA       Army     
## [61713] Navy      Other DoD Army      Navy      Navy      Army      Army     
## [61720] Army      Navy      Navy      Navy      DLA       Air Force Army     
## [61727] Navy      Army      DLA       DLA       Army      Army      Navy     
## [61734] Army      Navy      Navy      Navy      Air Force Army      Navy     
## [61741] Navy      DLA       Air Force Army      Navy      Other DoD Army     
## [61748] Other DoD Navy      DLA       Navy      Navy      Army      Navy     
## [61755] Air Force DLA       DLA       Navy      DLA       DLA       Navy     
## [61762] Army      Navy      Air Force Navy      Navy      Other DoD Army     
## [61769] Navy      Army      Army      Army      Navy      Army      Other DoD
## [61776] Navy      Navy      DLA       Army      DLA       Army      Army     
## [61783] Army      Navy      Navy      DLA       Navy      Air Force Army     
## [61790] Navy      DLA       Navy      Air Force Air Force DLA       Army     
## [61797] DLA       Navy      Army      Navy      Navy      Air Force DLA      
## [61804] Air Force Army      Air Force Army      Army      Navy      Other DoD
## [61811] Air Force Navy      MDA       Air Force Air Force DLA       DLA      
## [61818] DLA       Air Force Navy      Army      Army      Air Force DLA      
## [61825] DLA       Navy      Air Force Army      Air Force Navy      Army     
## [61832] Other DoD Army      Other DoD DLA       Air Force DLA       Army     
## [61839] DLA       Air Force Navy      Air Force Army      Navy      DLA      
## [61846] Air Force DLA       DLA       Navy      Army      Navy      Other DoD
## [61853] Army      DLA       Air Force DLA       Army      Navy      Army     
## [61860] Army      Navy      Navy      Army      Army      Navy      Other DoD
## [61867] Army      Air Force Army      Navy      Army      Army      Navy     
## [61874] Navy      Army      Army      Army      Air Force DLA       Navy     
## [61881] DLA       Army      DLA       Air Force Army      Navy      Army     
## [61888] DLA       Air Force Air Force Air Force DLA       Navy      Army     
## [61895] Navy      Navy      Army      Air Force Air Force DLA       Other DoD
## [61902] Army      Other DoD DLA       DLA       DLA       Navy      Air Force
## [61909] Navy      DLA       Navy      Army      Navy      DLA       Army     
## [61916] Army      Air Force Navy      DLA       Navy      Navy      Army     
## [61923] DLA       Air Force Navy      Navy      Army      Navy      DLA      
## [61930] Navy      Army      Army      Navy      Air Force Army      Navy     
## [61937] Other DoD Other DoD Other DoD DLA       Air Force DLA       Army     
## [61944] Army      DLA       Other DoD Air Force Army      Air Force DLA      
## [61951] Air Force Navy      Other DoD Other DoD Army      DLA       Navy     
## [61958] DLA       Navy      MDA       Army      Army      Navy      Army     
## [61965] Other DoD DLA       MDA       Army      Army      Navy      Navy     
## [61972] Air Force Army      Air Force Air Force Air Force DLA       Army     
## [61979] Army      Navy      DLA       Navy      Army      DLA       Navy     
## [61986] DLA       Army      Air Force Air Force Air Force Army      Navy     
## [61993] Other DoD Navy      Army      Air Force Navy      DLA       Navy     
## [62000] Navy      Army      Army      DLA       Air Force Air Force DLA      
## [62007] Army      Navy      Army      Navy      DLA       Other DoD Navy     
## [62014] DLA       Other DoD Other DoD Army      Air Force Army      Navy     
## [62021] Other DoD Navy      Other DoD Air Force Army      Army      Army     
## [62028] Army      Other DoD Army      Army      Navy      Navy      Navy     
## [62035] DLA       Other DoD Navy      Air Force Air Force Air Force Air Force
## [62042] Army      Air Force Air Force Army      Air Force Navy      Navy     
## [62049] Army      Navy      Navy      Army      Army      Army      Army     
## [62056] DLA       Other DoD Other DoD Army      Navy      Air Force Army     
## [62063] Navy      Other DoD Air Force DLA       Army      Air Force Army     
## [62070] Air Force Air Force DLA       Army      Other DoD Navy      Army     
## [62077] Army      Navy      DLA       Army      Army      Navy      Navy     
## [62084] Army      Navy      DLA       Navy      Navy      Army      Army     
## [62091] Army      Army      Navy      Other DoD Air Force DLA       DLA      
## [62098] DLA       Navy      Air Force Navy      Army      Other DoD Other DoD
## [62105] Navy      Army      Navy      Navy      Other DoD Navy      Army     
## [62112] Navy      Army      Air Force Other DoD DLA       Air Force Air Force
## [62119] Air Force Navy      Navy      Navy      DLA       Navy      DLA      
## [62126] DLA       Navy      Navy      Navy      Navy      Air Force Air Force
## [62133] Air Force Navy      Army      Other DoD Other DoD Navy      Air Force
## [62140] Army      Other DoD Navy      Air Force DLA       Army      Air Force
## [62147] Navy      Other DoD Navy      DLA       Navy      Army      Air Force
## [62154] Other DoD Air Force Army      Air Force Navy      Navy      Navy     
## [62161] Air Force Army      DLA       Other DoD Army      DLA       DLA      
## [62168] Other DoD Army      Army      Navy      Other DoD Army      Army     
## [62175] Army      Army      Navy      Air Force DLA       Army      Navy     
## [62182] DLA       Army      DLA       Army      Other DoD Air Force DLA      
## [62189] Navy      Army      Army      Air Force DLA       DLA       Other DoD
## [62196] Navy      Army      Other DoD Army      Army      DLA       DLA      
## [62203] Army      Army      Air Force DLA       DLA       Navy      Army     
## [62210] Navy      Navy      DLA       Navy      Other DoD Army      Navy     
## [62217] Other DoD DLA       Army      Navy      Army      Navy      DLA      
## [62224] Other DoD DLA       Other DoD Army      Other DoD DLA       DLA      
## [62231] DLA       Army      DLA       Army      Other DoD Navy      DLA      
## [62238] Army      Army      Army      Air Force Other DoD Other DoD Air Force
## [62245] DLA       Army      Navy      Other DoD Navy      Navy      Army     
## [62252] Navy      Army      Navy      Army      DLA       Navy      DLA      
## [62259] Navy      Air Force Army      Navy      Army      Other DoD DLA      
## [62266] Navy      Army      DLA       Army      Army      Army      Other DoD
## [62273] Army      Other DoD Air Force DLA       Army      Army      Army     
## [62280] DLA       Other DoD Navy      DLA       Navy      DLA       DLA      
## [62287] Other DoD Navy      Other DoD Navy      Army      DLA       Other DoD
## [62294] Air Force DLA       Other DoD Navy      Air Force Navy      Navy     
## [62301] Navy      DLA       DLA       Army      DLA       Army      Navy     
## [62308] Army      Navy      Navy      Navy      Army      Air Force Navy     
## [62315] Army      Navy      DLA       DLA       Navy      Air Force Army     
## [62322] Air Force DLA       Army      Other DoD Army      Air Force Navy     
## [62329] Air Force Navy      Navy      Navy      Navy      Other DoD Air Force
## [62336] Navy      DLA       Other DoD Army      Other DoD Air Force DLA      
## [62343] DLA       Other DoD Air Force Air Force Army      Navy      Army     
## [62350] Air Force DLA       Air Force Navy      DLA       Other DoD Air Force
## [62357] Army      Army      Navy      Army      Navy      Navy      Navy     
## [62364] Army      Army      Navy      DLA       Navy      Army      Navy     
## [62371] Navy      Navy      Air Force Air Force DLA       Army      Navy     
## [62378] Army      Army      Army      DLA       DLA       Navy      Navy     
## [62385] Air Force Army      Navy      Navy      Air Force Army      Navy     
## [62392] Navy      Air Force Air Force Army      Air Force Army      Army     
## [62399] Army      Air Force DLA       DLA       Navy      DLA       Army     
## [62406] Other DoD Air Force Navy      DLA       Other DoD Air Force Other DoD
## [62413] Army      Air Force DLA       Navy      Air Force Air Force Navy     
## [62420] Navy      Air Force DLA       Army      Army      Navy      Navy     
## [62427] Navy      Air Force Army      DLA       Army      Army      Other DoD
## [62434] DLA       Army      DLA       Navy      Navy      Air Force Navy     
## [62441] Army      Navy      Other DoD Army      Navy      DLA       Navy     
## [62448] Army      Army      DLA       Navy      Army      Other DoD Other DoD
## [62455] Army      Navy      Other DoD Navy      Army      Army      Army     
## [62462] Army      Army      Air Force Navy      Army      Air Force DLA      
## [62469] Air Force Navy      Army      Army      Air Force DLA       DLA      
## [62476] Navy      Other DoD Navy      DLA       Army      DLA       Air Force
## [62483] Air Force Navy      DLA       Other DoD Navy      Navy      Navy     
## [62490] Other DoD DLA       Army      Army      Army      Army      Navy     
## [62497] Navy      Army      DLA       Army      Air Force Navy      Navy     
## [62504] Air Force Navy      Army      Other DoD DLA       Army      Other DoD
## [62511] Army      Other DoD DLA       Navy      Air Force Army      MDA      
## [62518] DLA       Air Force Air Force Air Force Air Force Navy      Army     
## [62525] Army      Army      Navy      Other DoD Air Force Air Force Army     
## [62532] Army      Navy      Air Force Navy      Air Force Navy      Army     
## [62539] Navy      Navy      Other DoD Other DoD Army      Navy      Other DoD
## [62546] Army      Air Force Air Force Other DoD Navy      DLA       Navy     
## [62553] Army      Army      DLA       Other DoD Other DoD Air Force Navy     
## [62560] Navy      Other DoD Army      Army      Navy      DLA       DLA      
## [62567] Army      Air Force Army      Army      DLA       Air Force Navy     
## [62574] Air Force Army      Air Force Navy      DLA       Other DoD Army     
## [62581] DLA       Navy      DLA       DLA       DLA       Navy      Air Force
## [62588] Air Force Army      Army      Navy      Navy      Air Force Air Force
## [62595] Navy      Other DoD Army      DLA       Army      Air Force Navy     
## [62602] Navy      Army      Navy      DLA       DLA       Army      Navy     
## [62609] Air Force Army      DLA       Army      Air Force Other DoD Army     
## [62616] Navy      Other DoD Air Force DLA       DLA       DLA       DLA      
## [62623] Air Force Army      Navy      Air Force DLA       Navy      Navy     
## [62630] Other DoD Navy      DLA       Air Force Air Force Army      Army     
## [62637] Air Force Air Force Air Force Air Force Air Force Army      Air Force
## [62644] Air Force Army      Army      Army      Navy      Navy      DLA      
## [62651] Army      Other DoD DLA       Navy      DLA       Army      Army     
## [62658] Navy      Air Force DLA       Navy      Army      Navy      Air Force
## [62665] Navy      Air Force Navy      Navy      Army      Navy      DLA      
## [62672] Navy      Air Force DLA       DLA       Army      Army      Army     
## [62679] Army      Army      Air Force Air Force Army      Army      Navy     
## [62686] Army      Air Force Air Force Other DoD Other DoD Other DoD Army     
## [62693] Army      Army      Air Force Army      Navy      Navy      Air Force
## [62700] Army      Air Force DLA       Army      Army      Army      Army     
## [62707] Army      Other DoD Navy      Navy      Navy      Air Force Air Force
## [62714] Navy      Army      Army      Air Force Navy      Navy      Army     
## [62721] Navy      Army      DLA       DLA       Air Force Army      Air Force
## [62728] Navy      Army      Army      Navy      Navy      Navy      Army     
## [62735] Navy      Air Force Navy      Army      Air Force Army      Army     
## [62742] Air Force Army      Air Force Army      Navy      Air Force Navy     
## [62749] Navy      Air Force Army      Air Force DLA       Other DoD Army     
## [62756] Air Force Navy      Army      Navy      Army      Other DoD Army     
## [62763] Navy      Navy      Army      DLA       Army      DLA       Air Force
## [62770] Air Force Army      Navy      Army      DLA       Army      Navy     
## [62777] Navy      Other DoD Air Force Air Force Navy      Navy      Army     
## [62784] Army      Army      Navy      Army      Navy      Other DoD Navy     
## [62791] Navy      Other DoD DLA       Air Force Army      Navy      DLA      
## [62798] Navy      Army      DLA       Navy      Navy      DLA       Navy     
## [62805] Navy      DLA       Other DoD Army      Air Force Air Force Army     
## [62812] Army      Army      Army      DLA       Navy      Air Force Army     
## [62819] Air Force Army      Army      Army      DLA       Army      Navy     
## [62826] DLA       Air Force DLA       DLA       Navy      Army      Army     
## [62833] Navy      Other DoD Army      Army      Army      DLA       Army     
## [62840] Air Force Navy      DLA       Navy      Navy      Navy      Air Force
## [62847] Army      Air Force Army      Other DoD Air Force Navy      Navy     
## [62854] DLA       Air Force Navy      Navy      Army      Air Force Navy     
## [62861] Air Force Army      Navy      Army      Navy      Navy      Army     
## [62868] Air Force Army      Army      Army      Navy      DLA       Air Force
## [62875] DLA       Army      DLA       Navy      Air Force Army      Air Force
## [62882] Army      Navy      Navy      DLA       Navy      Army      Navy     
## [62889] Air Force DLA       Army      Navy      Army      Army      Navy     
## [62896] Navy      Air Force Army      DLA       Army      Other DoD Navy     
## [62903] Navy      Other DoD Air Force Air Force Navy      Air Force Other DoD
## [62910] Navy      Navy      Army      Army      Other DoD Other DoD DLA      
## [62917] Air Force Army      DLA       Air Force Air Force DLA       Army     
## [62924] Navy      Navy      DLA       DLA       Army      Other DoD Army     
## [62931] DLA       DLA       Air Force Navy      Army      Army      Air Force
## [62938] Air Force Navy      Air Force DLA       Navy      Air Force Other DoD
## [62945] Army      Other DoD Air Force Air Force Army      Navy      Army     
## [62952] Army      Air Force Navy      Air Force Navy      Other DoD Navy     
## [62959] DLA       Army      Army      DLA       Navy      Army      Other DoD
## [62966] DLA       Army      Other DoD Navy      Navy      Navy      Army     
## [62973] Navy      Army      Army      Army      Navy      DLA       DLA      
## [62980] DLA       DLA       Air Force Army      Navy      Army      Air Force
## [62987] Air Force Air Force Air Force Air Force DLA       Air Force Navy     
## [62994] Air Force DLA       Navy      Air Force Navy      Army      Army     
## [63001] DLA       Air Force Army      Army      Navy      Army      Navy     
## [63008] Army      Navy      DLA       DLA       DLA       Air Force Army     
## [63015] Army      Navy      DLA       Air Force Navy      Air Force DLA      
## [63022] Army      Air Force Other DoD Navy      Army      Navy      Army     
## [63029] Navy      Air Force DLA       Air Force Other DoD Army      Navy     
## [63036] Air Force Navy      Army      Air Force Other DoD Air Force Air Force
## [63043] Army      Army      Other DoD Army      Navy      Air Force Air Force
## [63050] Army      DLA       Air Force Army      Army      Army      Navy     
## [63057] Army      Other DoD Navy      Air Force Army      Other DoD DLA      
## [63064] DLA       Army      Air Force Army      Navy      Navy      DLA      
## [63071] Army      Air Force Navy      Army      Air Force Other DoD Navy     
## [63078] DLA       Navy      Army      DLA       DLA       Navy      Army     
## [63085] Navy      Other DoD Army      Air Force Air Force Air Force DLA      
## [63092] Navy      Army      Army      Army      Air Force Navy      Air Force
## [63099] Navy      Army      Air Force Navy      Air Force Army      Air Force
## [63106] Air Force Other DoD Navy      Army      Army      Navy      DLA      
## [63113] Army      Navy      Navy      DLA       Army      DLA       Army     
## [63120] Army      Army      Navy      Army      DLA       Air Force Army     
## [63127] Navy      Army      Army      Other DoD Army      DLA       DLA      
## [63134] Air Force Army      Navy      DLA       Navy      Army      DLA      
## [63141] DLA       DLA       Navy      Army      Army      Air Force Navy     
## [63148] Other DoD DLA       Navy      Army      Navy      Army      Army     
## [63155] Air Force Army      Army      Air Force DLA       Army      Air Force
## [63162] Navy      DLA       Army      Other DoD Navy      Navy      Air Force
## [63169] DLA       Navy      Other DoD Air Force Navy      Army      Air Force
## [63176] Navy      Army      Air Force Other DoD Army      DLA       Navy     
## [63183] Navy      Navy      Navy      Army      Air Force Navy      Army     
## [63190] Navy      Army      Army      Army      Navy      Other DoD DLA      
## [63197] Army      Navy      DLA       Air Force Navy      Army      Army     
## [63204] Army      Air Force Army      Other DoD DLA       Navy      DLA      
## [63211] Army      DLA       DLA       Air Force Air Force Air Force Army     
## [63218] Navy      Other DoD Navy      Air Force Other DoD Air Force Army     
## [63225] Army      Navy      Navy      Navy      Navy      Army      Army     
## [63232] Army      Army      DLA       Air Force Army      DLA       Army     
## [63239] DLA       Navy      Other DoD Navy      Other DoD DLA       DLA      
## [63246] DLA       DLA       DLA       Army      Navy      Air Force Other DoD
## [63253] DLA       Air Force Navy      Army      Navy      Navy      Navy     
## [63260] Army      Navy      Navy      Army      DLA       Army      DLA      
## [63267] Navy      Air Force Navy      Navy      Navy      Air Force Navy     
## [63274] Army      Army      Navy      Other DoD Army      Air Force Navy     
## [63281] Navy      Navy      MDA       Other DoD Other DoD Navy      Air Force
## [63288] Navy      Air Force DLA       Navy      Navy      Other DoD Air Force
## [63295] Army      DLA       DLA       DLA       Navy      Army      DLA      
## [63302] Navy      Navy      Air Force Army      Other DoD Army      Air Force
## [63309] DLA       Army      Army      Other DoD Navy      Army      Army     
## [63316] Air Force Army      DLA       Air Force Navy      Army      DLA      
## [63323] Other DoD Navy      Navy      Army      Army      Army      Other DoD
## [63330] Other DoD Navy      Army      Army      Air Force Navy      Army     
## [63337] Other DoD Army      DLA       DLA       Navy      DLA       Navy     
## [63344] Army      Air Force Navy      Army      Army      Air Force Army     
## [63351] Navy      Army      Air Force Air Force Navy      Army      DLA      
## [63358] Air Force DLA       Air Force Army      Navy      Army      Air Force
## [63365] Other DoD Navy      Air Force DLA       DLA       Army      DLA      
## [63372] DLA       Navy      Navy      Navy      Army      Air Force Army     
## [63379] Army      Army      Air Force Army      Air Force Navy      Navy     
## [63386] Army      Navy      Navy      Navy      Navy      Army      DLA      
## [63393] Army      Navy      Air Force Air Force Navy      Army      Navy     
## [63400] Other DoD Air Force Army      Army      Army      DLA       Navy     
## [63407] Air Force DLA       DLA       Army      Army      Navy      DLA      
## [63414] Navy      Army      Army      Navy      DLA       Other DoD DLA      
## [63421] Navy      Navy      Army      Army      Navy      Air Force Navy     
## [63428] Air Force Army      Other DoD Air Force DLA       Navy      Air Force
## [63435] Navy      Air Force Air Force Air Force Navy      Army      Air Force
## [63442] Navy      DLA       Navy      Army      DLA       Other DoD Army     
## [63449] Army      DLA       Army      DLA       Air Force DLA       Navy     
## [63456] Army      Army      Army      DLA       Air Force Army      Army     
## [63463] DLA       Air Force DLA       Army      Navy      Air Force Navy     
## [63470] Navy      Air Force Navy      Army      Other DoD Army      Navy     
## [63477] Army      DLA       Army      DLA       Navy      Air Force Army     
## [63484] Navy      Navy      Navy      Air Force Other DoD Air Force DLA      
## [63491] Army      Other DoD Navy      Air Force Army      Army      Army     
## [63498] DLA       Navy      Navy      Other DoD Navy      Navy      Other DoD
## [63505] Air Force Other DoD Navy      Army      Navy      Navy      Air Force
## [63512] Air Force Army      DLA       Army      Air Force DLA       Navy     
## [63519] Other DoD Other DoD Navy      Navy      Air Force Air Force Other DoD
## [63526] Navy      DLA       Other DoD Navy      Navy      Army      Army     
## [63533] Army      Other DoD Air Force Other DoD Army      DLA       Army     
## [63540] Air Force Navy      DLA       Army      Army      Navy      Other DoD
## [63547] Air Force Air Force Navy      Navy      Navy      Air Force Other DoD
## [63554] Air Force Army      Air Force Air Force DLA       Army      Navy     
## [63561] Air Force Navy      Air Force Air Force Navy      Navy      Army     
## [63568] Other DoD Army      Army      Navy      Air Force DLA       Navy     
## [63575] Navy      Air Force Army      Navy      Army      Navy      Navy     
## [63582] Air Force Army      Navy      Army      Army      Air Force Army     
## [63589] Other DoD Air Force Army      DLA       DLA       DLA       DLA      
## [63596] Army      Navy      Navy      Army      Navy      Navy      Army     
## [63603] Air Force DLA       Air Force Other DoD Navy      Navy      Other DoD
## [63610] Air Force Army      Air Force Other DoD Air Force Navy      Navy     
## [63617] Army      Army      Army      Army      Air Force Navy      Army     
## [63624] Navy      Other DoD DLA       Navy      Navy      Air Force Navy     
## [63631] Air Force Other DoD Navy      Navy      Navy      DLA       Navy     
## [63638] Air Force MDA       Army      Air Force Air Force Army      Army     
## [63645] Navy      Army      DLA       Air Force Air Force Navy      Army     
## [63652] Other DoD DLA       Navy      Army      Air Force Navy      Army     
## [63659] Army      Navy      Navy      Navy      Navy      Army      Air Force
## [63666] DLA       Navy      Army      Navy      Other DoD Navy      DLA      
## [63673] Army      Navy      Air Force Army      Navy      Other DoD Army     
## [63680] Air Force Army      Army      Army      Army      Army      Navy     
## [63687] DLA       DLA       DLA       Air Force Army      Army      Navy     
## [63694] Other DoD DLA       Air Force Navy      Air Force DLA       Air Force
## [63701] DLA       DLA       Army      DLA       Air Force Navy      Air Force
## [63708] Army      Navy      Air Force Air Force Army      Air Force Navy     
## [63715] Navy      Army      Army      Air Force Other DoD Air Force Army     
## [63722] Air Force Navy      Air Force Army      DLA       Air Force Navy     
## [63729] DLA       Navy      Army      DLA       Navy      Army      Air Force
## [63736] Navy      Air Force Air Force Army      Army      Army      Army     
## [63743] Army      Army      Air Force Air Force Air Force Navy      Army     
## [63750] Other DoD Navy      Air Force DLA       Other DoD Army      Air Force
## [63757] Air Force Air Force Air Force Navy      DLA       Navy      Army     
## [63764] Army      Navy      Navy      Army      Air Force Army      Air Force
## [63771] Army      Other DoD Navy      DLA       Air Force Army      Navy     
## [63778] DLA       Air Force Army      DLA       Air Force Army      Navy     
## [63785] Army      Navy      Air Force Army      Navy      Army      Navy     
## [63792] Navy      Air Force Army      DLA       Air Force Air Force Other DoD
## [63799] Navy      Army      Army      Navy      Navy      Navy      Navy     
## [63806] Air Force Air Force Navy      DLA       Army      Army      Army     
## [63813] Army      Navy      Navy      Army      Air Force Army      DLA      
## [63820] Navy      DLA       Navy      Navy      Navy      DLA       Army     
## [63827] Navy      Navy      DLA       Other DoD Navy      Army      Army     
## [63834] Air Force Air Force Army      Navy      Navy      Air Force Army     
## [63841] Army      Army      Air Force Navy      DLA       Army      Navy     
## [63848] DLA       Navy      DLA       Navy      Army      Army      Navy     
## [63855] Navy      Navy      Army      Navy      Army      Army      DLA      
## [63862] DLA       Navy      Navy      Army      Air Force Navy      Army     
## [63869] Army      Army      Army      Navy      DLA       Army      Navy     
## [63876] Air Force Army      Navy      Army      Army      Navy      Army     
## [63883] DLA       Other DoD Other DoD Army      DLA       Air Force Army     
## [63890] Air Force Air Force Navy      Air Force DLA       Air Force Air Force
## [63897] Army      Navy      Air Force Army      Other DoD Army      Army     
## [63904] Army      Army      Army      Army      Army      Air Force Navy     
## [63911] Navy      DLA       Army      Army      Navy      Air Force DLA      
## [63918] Army      Air Force Army      Army      DLA       Navy      Navy     
## [63925] Other DoD Navy      Army      DLA       Air Force Navy      Army     
## [63932] Other DoD DLA       Air Force Army      Air Force Army      Navy     
## [63939] Navy      Navy      Air Force Navy      Air Force Air Force Other DoD
## [63946] Air Force Army      Army      DLA       Navy      Army      Army     
## [63953] Air Force Other DoD Navy      Air Force Navy      Navy      Air Force
## [63960] DLA       Navy      Navy      Navy      Army      DLA       Navy     
## [63967] Army      DLA       DLA       Army      Air Force DLA       Navy     
## [63974] Army      Navy      Air Force Army      Other DoD Army      Other DoD
## [63981] Navy      Army      Army      DLA       Army      DLA       DLA      
## [63988] Army      Navy      DLA       DLA       Navy      Army      Air Force
## [63995] Other DoD Army      Navy      Army      Air Force Army      Air Force
## [64002] Navy      Army      Navy      Army      DLA       Air Force Navy     
## [64009] Navy      Navy      Army      Air Force Air Force Army      Other DoD
## [64016] Navy      Other DoD Navy      Air Force Navy      Navy      DLA      
## [64023] Army      Air Force Army      Other DoD Army      DLA       Army     
## [64030] Air Force Army      Navy      Navy      Army      Air Force Other DoD
## [64037] MDA       Army      Navy      Army      Air Force Other DoD Army     
## [64044] Navy      Army      Army      Navy      Navy      DLA       DLA      
## [64051] DLA       Air Force Navy      Navy      Army      Air Force Navy     
## [64058] Navy      Air Force Other DoD Navy      Navy      Army      Army     
## [64065] DLA       Navy      Army      Air Force Other DoD Navy      Army     
## [64072] DLA       Navy      Air Force Navy      Other DoD Navy      DLA      
## [64079] Army      Other DoD Navy      Army      Army      DLA       Army     
## [64086] Army      Navy      Air Force Navy      Army      Air Force Other DoD
## [64093] Army      DLA       Other DoD Air Force Army      Air Force Air Force
## [64100] DLA       Navy      Navy      DLA       DLA       Navy      Other DoD
## [64107] Army      Navy      DLA       Air Force Navy      Air Force Air Force
## [64114] Navy      Army      Air Force Army      Army      DLA       Navy     
## [64121] Army      Army      Navy      Navy      Air Force DLA       Air Force
## [64128] Navy      Navy      DLA       Army      Other DoD DLA       Other DoD
## [64135] Air Force Army      Army      Army      Army      Army      Navy     
## [64142] DLA       Air Force Army      DLA       Army      Air Force Air Force
## [64149] Air Force Navy      DLA       Air Force Navy      DLA       Air Force
## [64156] Air Force Army      Navy      Army      Air Force DLA       Other DoD
## [64163] Army      Army      Navy      Other DoD Army      Navy      Other DoD
## [64170] DLA       DLA       Army      Navy      Air Force Navy      Navy     
## [64177] Army      Army      Air Force Army      Other DoD Air Force Other DoD
## [64184] Navy      Army      Navy      DLA       Air Force DLA       Army     
## [64191] Navy      DLA       Other DoD Navy      DLA       Air Force Army     
## [64198] Army      Army      Army      Army      Other DoD Navy      Army     
## [64205] Navy      Army      Army      Navy      Army      Other DoD DLA      
## [64212] Other DoD Army      DLA       Navy      Navy      Army      DLA      
## [64219] Air Force Army      Navy      Navy      Other DoD Army      Navy     
## [64226] DLA       Other DoD Other DoD DLA       DLA       DLA       Air Force
## [64233] Navy      Army      Other DoD Air Force Navy      Navy      Navy     
## [64240] Army      Navy      Army      Navy      Army      Army      Other DoD
## [64247] Navy      Air Force DLA       Navy      Army      Army      Navy     
## [64254] Navy      Army      Army      DLA       Air Force Army      DLA      
## [64261] Navy      Navy      Army      Navy      DLA       Army      Army     
## [64268] Navy      Army      Other DoD Air Force Navy      Air Force Navy     
## [64275] Air Force Army      Army      Army      Other DoD Air Force Army     
## [64282] DLA       Air Force Navy      Army      Navy      Navy      Army     
## [64289] Army      DLA       Army      Army      Army      DLA       Navy     
## [64296] DLA       Other DoD Air Force Navy      DLA       Navy      Air Force
## [64303] Army      Air Force Air Force Army      Army      Army      DLA      
## [64310] DLA       Other DoD Army      DLA       Navy      Navy      Navy     
## [64317] Army      Air Force Other DoD Air Force Navy      Other DoD Navy     
## [64324] Air Force Navy      Air Force Air Force Army      Navy      Army     
## [64331] Other DoD Army      DLA       Army      Air Force Navy      Navy     
## [64338] Army      Navy      Army      Army      DLA       Navy      DLA      
## [64345] Army      Army      DLA       Army      Air Force Other DoD Air Force
## [64352] Air Force Navy      Navy      Navy      Navy      Other DoD DLA      
## [64359] Navy      DLA       Army      Navy      Army      Other DoD Navy     
## [64366] Navy      DLA       Other DoD DLA       Army      Army      Air Force
## [64373] Army      DLA       Other DoD DLA       Navy      DLA       Navy     
## [64380] Army      Army      DLA       Army      Navy      Other DoD Other DoD
## [64387] Other DoD Air Force Air Force Other DoD Army      Army      Army     
## [64394] Air Force Other DoD Air Force Army      Other DoD Other DoD Navy     
## [64401] Air Force Army      Army      Army      DLA       Army      Navy     
## [64408] MDA       Air Force Air Force Navy      Navy      DLA       Army     
## [64415] Navy      DLA       Navy      Navy      Army      Air Force Air Force
## [64422] Army      Army      Navy      Air Force Navy      Air Force Army     
## [64429] Army      Navy      Navy      Army      Air Force Other DoD Navy     
## [64436] Army      Navy      Navy      Army      Navy      DLA       DLA      
## [64443] Army      Other DoD DLA       Army      Army      Army      Navy     
## [64450] Air Force DLA       Other DoD Army      Army      Army      Other DoD
## [64457] DLA       DLA       Air Force Navy      DLA       Air Force Army     
## [64464] Army      Army      Air Force Army      Army      Air Force Army     
## [64471] Army      Army      Air Force DLA       Army      Army      Navy     
## [64478] Air Force Navy      Other DoD Air Force Navy      Navy      Air Force
## [64485] Navy      Army      Navy      Army      Air Force Navy      Navy     
## [64492] Air Force Army      Navy      DLA       DLA       Navy      Army     
## [64499] Army      Navy      Army      Army      Navy      Navy      Navy     
## [64506] Army      Army      Army      Navy      Air Force Navy      Other DoD
## [64513] Navy      Army      Army      Other DoD DLA       Navy      Navy     
## [64520] Army      Air Force Air Force Army      Army      Army      Army     
## [64527] Air Force Air Force Army      Air Force DLA       Army      Navy     
## [64534] Other DoD Army      Navy      Air Force Other DoD DLA       Navy     
## [64541] Army      Army      Army      Other DoD DLA       DLA       Navy     
## [64548] Army      Navy      Air Force Army      DLA       Army      Army     
## [64555] Army      Army      Army      Army      DLA       Navy      Navy     
## [64562] Air Force Army      Air Force Army      DLA       Army      Navy     
## [64569] Navy      Navy      Air Force Navy      Army      Other DoD Navy     
## [64576] Navy      Navy      Air Force Army      Navy      Navy      DLA      
## [64583] Navy      Navy      Other DoD DLA       Army      DLA       DLA      
## [64590] Other DoD Army      Navy      Army      DLA       Navy      Navy     
## [64597] Army      DLA       Other DoD Air Force Navy      Air Force Navy     
## [64604] Army      Army      Navy      Other DoD DLA       Army      Navy     
## [64611] Navy      Army      Navy      Navy      Navy      DLA       Army     
## [64618] Army      Other DoD Air Force Navy      Other DoD Air Force Army     
## [64625] DLA       Navy      DLA       Army      Army      Navy      Other DoD
## [64632] Navy      Air Force Army      Army      Navy      Navy      Army     
## [64639] DLA       Army      Navy      Navy      Air Force Army      Other DoD
## [64646] Army      Other DoD Air Force DLA       Army      DLA       Army     
## [64653] Army      DLA       Air Force Army      Navy      Army      Army     
## [64660] Other DoD DLA       Air Force DLA       Navy      DLA       DLA      
## [64667] Air Force Navy      Air Force Navy      Army      Army      Other DoD
## [64674] Army      Army      Air Force Navy      Air Force Navy      Other DoD
## [64681] Army      Army      Army      Navy      Other DoD Army      Other DoD
## [64688] Army      Navy      Air Force Air Force Air Force Air Force DLA      
## [64695] Air Force Air Force Army      DLA       Navy      Air Force Navy     
## [64702] DLA       Other DoD Navy      DLA       Army      Navy      Army     
## [64709] Army      Army      DLA       DLA       Air Force Army      Air Force
## [64716] Navy      Navy      Navy      Navy      Navy      Navy      Other DoD
## [64723] Army      Air Force Navy      DLA       Air Force Air Force Army     
## [64730] Navy      Army      Navy      Navy      Army      Navy      Navy     
## [64737] Navy      Navy      DLA       Navy      Navy      DLA       DLA      
## [64744] Army      Air Force Other DoD Army      Army      Air Force Navy     
## [64751] Army      Army      DLA       Navy      Army      Navy      Army     
## [64758] Other DoD Navy      DLA       Navy      Army      Air Force Army     
## [64765] Army      Navy      Navy      Air Force Army      Army      DLA      
## [64772] Air Force Navy      Army      Army      Navy      Army      Navy     
## [64779] Other DoD Navy      Air Force DLA       Army      DLA       Navy     
## [64786] Other DoD Army      Army      Army      Army      Navy      Other DoD
## [64793] Navy      Navy      Army      DLA       Navy      Air Force Navy     
## [64800] Air Force Army      Navy      Air Force Air Force Navy      Air Force
## [64807] Army      Other DoD Army      Other DoD Navy      DLA       Navy     
## [64814] Army      Air Force Army      Navy      Navy      Army      Army     
## [64821] Navy      Navy      Air Force Navy      Army      Other DoD Navy     
## [64828] Air Force Air Force Navy      Army      Navy      Navy      Navy     
## [64835] Air Force Navy      Air Force Navy      Army      Army      Army     
## [64842] Other DoD Air Force DLA       Air Force Air Force Air Force DLA      
## [64849] Army      Other DoD Army      Navy      Navy      DLA       DLA      
## [64856] Army      Air Force Navy      Navy      Army      Navy      Army     
## [64863] Air Force Army      Navy      Army      Air Force Air Force Army     
## [64870] Other DoD Navy      DLA       Army      DLA       Air Force Navy     
## [64877] Navy      Air Force Navy      Army      Air Force Air Force Army     
## [64884] DLA       Other DoD Navy      Army      DLA       Air Force DLA      
## [64891] DLA       Army      Army      Navy      Navy      Other DoD Army     
## [64898] Air Force DLA       DLA       Army      Navy      Army      Air Force
## [64905] Navy      Navy      Air Force DLA       Navy      DLA       Navy     
## [64912] DLA       Navy      Navy      Navy      Army      Army      Navy     
## [64919] Army      Army      Other DoD Army      Army      Army      Other DoD
## [64926] Air Force Army      DLA       Navy      Navy      DLA       Navy     
## [64933] Army      Navy      Air Force Army      Army      Army      Navy     
## [64940] Navy      Navy      Air Force Air Force Navy      Air Force DLA      
## [64947] Army      Navy      Army      Army      Army      Navy      Air Force
## [64954] Navy      Army      Air Force Army      Navy      Navy      Air Force
## [64961] Air Force Navy      Navy      Navy      Air Force Navy      DLA      
## [64968] DLA       Navy      Army      Army      Army      DLA       Army     
## [64975] Navy      Navy      Army      DLA       Air Force Army      Other DoD
## [64982] Navy      Army      Navy      Army      DLA       Army      Army     
## [64989] DLA       Navy      Navy      Navy      Navy      Navy      Army     
## [64996] Other DoD Air Force Other DoD Navy      Navy      Air Force Air Force
## [65003] DLA       Navy      Army      Other DoD Navy      Air Force Air Force
## [65010] Army      Army      Army      DLA       Army      Air Force Air Force
## [65017] DLA       Navy      Navy      Other DoD Army      Army      Air Force
## [65024] Army      DLA       Navy      Army      DLA       Army      DLA      
## [65031] Air Force DLA       Air Force Navy      Army      DLA       Army     
## [65038] Navy      Navy      Navy      Air Force DLA       Navy      Army     
## [65045] Air Force Navy      DLA       Navy      Navy      Other DoD DLA      
## [65052] Army      Navy      Navy      Navy      Navy      Navy      Army     
## [65059] Air Force DLA       Army      Air Force Other DoD Navy      Other DoD
## [65066] Army      Air Force Other DoD Air Force Army      Navy      Navy     
## [65073] DLA       Navy      Navy      DLA       DLA       Army      DLA      
## [65080] Army      DLA       Other DoD Air Force Army      Army      Navy     
## [65087] Navy      Navy      Air Force Army      Air Force Army      Navy     
## [65094] Navy      DLA       DLA       Other DoD Other DoD Army      Army     
## [65101] Army      Navy      DLA       Air Force Army      DLA       Navy     
## [65108] Navy      Army      Navy      Army      Air Force Navy      Air Force
## [65115] Army      Air Force DLA       Army      Navy      Army      Air Force
## [65122] Army      Navy      DLA       Navy      Army      Navy      Army     
## [65129] DLA       Air Force Army      Air Force DLA       Navy      Air Force
## [65136] Air Force Army      Air Force Air Force Navy      Army      Air Force
## [65143] Army      Other DoD Army      Navy      Navy      Air Force Army     
## [65150] Army      Navy      Army      Navy      DLA       Air Force Army     
## [65157] Navy      Air Force Army      Navy      Army      DLA       Air Force
## [65164] Navy      Air Force Air Force Army      Army      Army      Army     
## [65171] MDA       Army      DLA       Air Force Air Force Air Force Army     
## [65178] Army      Army      Army      Army      Army      Other DoD Navy     
## [65185] Army      Navy      Air Force Navy      Army      Army      Other DoD
## [65192] Air Force Air Force Navy      Air Force Navy      Navy      DLA      
## [65199] Army      Army      Other DoD Navy      Other DoD Army      Navy     
## [65206] DLA       DLA       Army      Army      Army      Army      Army     
## [65213] Army      Army      Other DoD Army      Navy      Other DoD Navy     
## [65220] Air Force Navy      Navy      DLA       Army      Navy      Navy     
## [65227] Air Force Army      Navy      Other DoD Navy      DLA       DLA      
## [65234] Navy      Army      Army      Navy      Navy      Air Force DLA      
## [65241] Air Force Army      Army      Other DoD Air Force Army      Air Force
## [65248] Navy      Army      Navy      Other DoD Navy      Air Force Army     
## [65255] Navy      Army      DLA       Navy      Army      Army      Other DoD
## [65262] Air Force Army      Navy      Navy      Army      Army      Army     
## [65269] Army      Navy      Air Force Navy      Air Force Army      Navy     
## [65276] Air Force Army      Army      Army      Air Force Air Force DLA      
## [65283] Army      Air Force Army      Army      Army      Navy      Other DoD
## [65290] DLA       Other DoD Other DoD DLA       Other DoD Air Force Navy     
## [65297] Other DoD Army      Navy      Navy      Army      Navy      Army     
## [65304] Army      Navy      Army      Army      Air Force Air Force Navy     
## [65311] Navy      Army      Army      Navy      DLA       Army      Army     
## [65318] Navy      Navy      Army      DLA       Air Force Other DoD Navy     
## [65325] Other DoD Other DoD Army      Army      Navy      Navy      Army     
## [65332] Navy      DLA       Army      Air Force Army      Army      Other DoD
## [65339] DLA       Navy      Navy      DLA       Navy      DLA       Navy     
## [65346] Air Force Army      DLA       Navy      Army      Army      Air Force
## [65353] Army      Navy      Navy      Navy      Air Force Navy      Army     
## [65360] Army      Air Force Air Force Navy      Air Force Other DoD Army     
## [65367] DLA       Navy      Air Force Navy      Navy      Air Force Army     
## [65374] Navy      Other DoD Army      Navy      Army      Air Force Army     
## [65381] Navy      Navy      Navy      Air Force Other DoD Air Force Army     
## [65388] Navy      Army      Army      Air Force Navy      Air Force Army     
## [65395] Army      MDA       Air Force Army      Other DoD Air Force Air Force
## [65402] Army      Navy      Air Force Army      Other DoD Navy      Army     
## [65409] Air Force Army      Army      Army      Navy      Army      Navy     
## [65416] Army      Navy      Other DoD Navy      Army      DLA       Navy     
## [65423] Air Force Navy      Air Force Air Force Army      Air Force DLA      
## [65430] Navy      Army      Air Force DLA       Army      DLA       DLA      
## [65437] DLA       Air Force Army      DLA       Army      Army      Navy     
## [65444] Navy      Navy      Air Force Army      DLA       Army      Air Force
## [65451] Navy      Army      Other DoD DLA       Navy      Navy      Air Force
## [65458] Air Force Navy      Air Force DLA       Navy      Air Force Other DoD
## [65465] DLA       Navy      Army      Navy      Army      Navy      DLA      
## [65472] Navy      Army      Army      Navy      DLA       Air Force Air Force
## [65479] Navy      Army      DLA       Army      Air Force Other DoD Army     
## [65486] Navy      Air Force Navy      Navy      Army      Navy      Navy     
## [65493] Army      DLA       Army      Navy      Army      Army      DLA      
## [65500] Navy      Other DoD Army      DLA       Navy      Air Force Other DoD
## [65507] Navy      Army      Air Force Navy      Army      Army      DLA      
## [65514] Air Force Navy      Air Force Air Force Air Force Navy      Navy     
## [65521] Navy      Army      Navy      DLA       Army      Navy      Army     
## [65528] DLA       Other DoD Navy      Army      Navy      Other DoD Navy     
## [65535] Air Force Navy      Navy      Other DoD DLA       Navy      Army     
## [65542] DLA       DLA       Army      Air Force Navy      Navy      Navy     
## [65549] Army      Army      Navy      Navy      Army      DLA       Navy     
## [65556] DLA       Navy      Army      Army      DLA       Air Force Navy     
## [65563] Other DoD Navy      Air Force Air Force Other DoD Other DoD Navy     
## [65570] Navy      Other DoD Navy      Army      DLA       MDA       Navy     
## [65577] Army      Air Force Air Force Air Force DLA       Army      Army     
## [65584] Air Force Army      DLA       Air Force Navy      Army      Air Force
## [65591] Air Force Air Force Army      Other DoD Other DoD Air Force Army     
## [65598] DLA       DLA       Other DoD Navy      Army      DLA       Navy     
## [65605] Navy      Army      Navy      Army      Navy      Navy      DLA      
## [65612] Army      Air Force Army      Other DoD Navy      Army      Other DoD
## [65619] Navy      Other DoD Navy      Navy      Army      Army      Navy     
## [65626] Army      Army      Air Force Navy      Other DoD Other DoD Navy     
## [65633] Navy      DLA       Army      Army      Navy      Navy      Navy     
## [65640] DLA       Navy      Army      Army      Army      Air Force Army     
## [65647] Army      Army      Navy      Other DoD Army      DLA       Army     
## [65654] Army      Air Force Navy      Air Force Other DoD Air Force Army     
## [65661] Army      Army      Navy      Navy      Navy      Army      Army     
## [65668] MDA       Army      Air Force Air Force Army      Navy      Other DoD
## [65675] Navy      Other DoD Air Force Navy      Navy      Navy      Navy     
## [65682] Army      Army      Navy      Air Force Army      Air Force DLA      
## [65689] Air Force Navy      Army      Army      Army      Navy      Navy     
## [65696] Army      Other DoD Army      DLA       Army      DLA       Navy     
## [65703] Army      Navy      Navy      Air Force Air Force Air Force Army     
## [65710] Army      Air Force Air Force Air Force Air Force DLA       Navy     
## [65717] Other DoD DLA       Army      DLA       Army      Army      Navy     
## [65724] Army      Army      Air Force Army      Air Force Army      DLA      
## [65731] Army      Army      Army      Air Force Navy      Navy      Army     
## [65738] Army      Other DoD Other DoD Army      Army      DLA       Air Force
## [65745] DLA       Air Force Navy      Air Force DLA       Navy      Navy     
## [65752] Navy      DLA       Army      Air Force Army      Army      Army     
## [65759] Navy      Army      Other DoD Army      Air Force Army      Army     
## [65766] Army      Navy      Air Force Army      Navy      Army      Army     
## [65773] DLA       Army      Army      Navy      Army      DLA       Army     
## [65780] Army      Army      Navy      Army      Other DoD Air Force DLA      
## [65787] DLA       Army      Navy      Army      Navy      Other DoD Army     
## [65794] Air Force Air Force Air Force Navy      Air Force Army      Army     
## [65801] Air Force Other DoD Army      Air Force Army      DLA       Army     
## [65808] Air Force Air Force Navy      DLA       DLA       Navy      Navy     
## [65815] Navy      DLA       Army      Air Force Other DoD DLA       Navy     
## [65822] DLA       Navy      Air Force Army      Army      Navy      Navy     
## [65829] Army      Navy      Navy      DLA       DLA       Army      DLA      
## [65836] Air Force Army      DLA       DLA       Navy      Air Force DLA      
## [65843] Other DoD Army      Other DoD Army      Army      Navy      DLA      
## [65850] Air Force Navy      Army      Other DoD Army      Navy      DLA      
## [65857] DLA       Other DoD Navy      Army      Navy      Army      Army     
## [65864] Air Force Air Force Army      Air Force Army      DLA       Navy     
## [65871] Air Force Army      Army      DLA       Air Force Navy      Air Force
## [65878] Air Force DLA       Air Force Navy      DLA       Navy      DLA      
## [65885] Air Force Army      DLA       Air Force Air Force Army      Other DoD
## [65892] Navy      Navy      Army      Air Force Navy      Air Force Other DoD
## [65899] Army      Army      Air Force Army      Other DoD Other DoD Army     
## [65906] Other DoD Air Force Army      Navy      Air Force Navy      Air Force
## [65913] Air Force Army      Other DoD Navy      Army      Other DoD Other DoD
## [65920] Army      DLA       Army      Air Force DLA       Army      Army     
## [65927] DLA       Army      Navy      Army      Army      Navy      Air Force
## [65934] Army      Navy      Other DoD Army      Air Force DLA       Air Force
## [65941] Air Force DLA       DLA       DLA       Navy      Air Force Air Force
## [65948] Navy      Army      Air Force Air Force Navy      Navy      Air Force
## [65955] Army      Army      DLA       Navy      DLA       Other DoD DLA      
## [65962] Air Force Air Force DLA       Navy      Army      Army      DLA      
## [65969] Air Force Navy      Other DoD Air Force Army      Army      Other DoD
## [65976] DLA       Navy      DLA       DLA       DLA       Army      Army     
## [65983] Army      Air Force Navy      Navy      Army      Army      Army     
## [65990] Air Force Navy      Air Force Other DoD Army      Other DoD Air Force
## [65997] MDA       Navy      Navy      Air Force Air Force Navy      Air Force
## [66004] Army      Air Force DLA       Navy      Air Force Army      Other DoD
## [66011] Navy      Army      Air Force Air Force Navy      Army      Air Force
## [66018] Air Force Army      Army      Navy      Army      Navy      Army     
## [66025] Army      Army      Army      DLA       Army      DLA       Air Force
## [66032] DLA       Navy      Air Force Air Force Army      Navy      Air Force
## [66039] MDA       Army      Army      Navy      DLA       Air Force DLA      
## [66046] Navy      Army      Air Force Other DoD Army      Navy      Navy     
## [66053] Navy      Army      Other DoD DLA       Army      Other DoD Navy     
## [66060] DLA       Navy      Other DoD Navy      Army      Other DoD Other DoD
## [66067] Army      Air Force Army      Army      Air Force Navy      Army     
## [66074] Air Force Air Force Army      Army      Navy      Other DoD Army     
## [66081] Navy      DLA       DLA       Army      Navy      Army      Army     
## [66088] Navy      Navy      Navy      Army      DLA       Army      Navy     
## [66095] Navy      Army      Navy      Air Force Army      Navy      Navy     
## [66102] Other DoD Navy      Army      Army      Navy      Air Force Navy     
## [66109] DLA       Navy      Air Force Army      Army      Air Force Army     
## [66116] Air Force DLA       Air Force Navy      Navy      Army      Navy     
## [66123] Navy      Army      DLA       Air Force Air Force Air Force Army     
## [66130] Other DoD Army      Other DoD Navy      Air Force Other DoD Navy     
## [66137] DLA       Navy      Navy      Other DoD Army      Navy      Navy     
## [66144] Air Force Navy      Air Force Navy      DLA       Air Force Army     
## [66151] Army      Navy      DLA       Army      Navy      Army      Navy     
## [66158] Navy      Navy      Army      Army      Other DoD Army      DLA      
## [66165] Navy      Navy      Army      Other DoD DLA       Air Force Navy     
## [66172] DLA       Air Force Army      Air Force Army      Navy      Army     
## [66179] Air Force Army      Navy      Army      Army      Navy      Army     
## [66186] Army      Navy      DLA       Navy      DLA       Army      Army     
## [66193] Navy      Army      Navy      Army      Other DoD Navy      Army     
## [66200] Air Force Army      DLA       Other DoD Army      DLA       Navy     
## [66207] Navy      Army      DLA       Army      DLA       Navy      DLA      
## [66214] DLA       Navy      Army      DLA       Army      Navy      Army     
## [66221] Air Force Navy      DLA       Navy      Other DoD Navy      MDA      
## [66228] Army      DLA       Army      Navy      DLA       Air Force Army     
## [66235] Other DoD Army      Army      Army      Air Force Air Force Army     
## [66242] Other DoD Other DoD Navy      Navy      Army      Navy      Navy     
## [66249] Army      Navy      Navy      DLA       Navy      Navy      Other DoD
## [66256] Air Force Air Force Army      DLA       Other DoD Air Force Army     
## [66263] DLA       Air Force Navy      Air Force Air Force Air Force Army     
## [66270] Air Force Army      Other DoD Army      Air Force Army      DLA      
## [66277] Air Force Navy      Navy      Navy      DLA       Air Force Air Force
## [66284] Air Force Army      Navy      Navy      Navy      Navy      Navy     
## [66291] Air Force DLA       Air Force Air Force DLA       Air Force DLA      
## [66298] Navy      Air Force Other DoD Navy      DLA       Air Force Army     
## [66305] Air Force Other DoD Navy      Air Force Navy      Navy      Army     
## [66312] Navy      Navy      Army      Air Force Army      Army      Navy     
## [66319] Army      Other DoD Air Force Other DoD Army      Army      Navy     
## [66326] Navy      Army      Army      Navy      Army      DLA       Army     
## [66333] Army      Army      DLA       Navy      Army      Army      Navy     
## [66340] Navy      DLA       Air Force Other DoD DLA       DLA       Navy     
## [66347] Army      Other DoD Army      DLA       Navy      Army      Army     
## [66354] Navy      Air Force Navy      Air Force DLA       Army      Army     
## [66361] Air Force Other DoD Other DoD Navy      Navy      Army      Army     
## [66368] Army      DLA       Navy      Navy      DLA       Other DoD Navy     
## [66375] Air Force DLA       DLA       Army      Army      Navy      Navy     
## [66382] Air Force Navy      Army      Army      Army      DLA       Army     
## [66389] Navy      Army      Navy      Army      Other DoD Navy      Navy     
## [66396] DLA       Navy      Army      Army      DLA       Army      Navy     
## [66403] Navy      Air Force Navy      Other DoD DLA       Navy      Air Force
## [66410] Navy      Navy      Army      MDA       Army      Air Force Other DoD
## [66417] DLA       Air Force Air Force Navy      Navy      DLA       DLA      
## [66424] Navy      Navy      Army      Air Force Army      Army      Army     
## [66431] Army      Navy      DLA       Air Force Army      Army      Army     
## [66438] Navy      DLA       Navy      Navy      Army      Army      Other DoD
## [66445] Army      DLA       Army      Navy      Air Force Army      Air Force
## [66452] Army      Navy      Navy      Navy      Navy      Army      Army     
## [66459] Navy      Army      Army      Army      DLA       Air Force Army     
## [66466] DLA       Army      DLA       Navy      Army      Army      Navy     
## [66473] Navy      DLA       Air Force Navy      Army      Air Force Air Force
## [66480] Navy      Other DoD Army      Other DoD Air Force Air Force DLA      
## [66487] Army      DLA       Army      Navy      Army      DLA       Air Force
## [66494] Navy      Air Force Army      Army      Army      Army      Navy     
## [66501] Army      Air Force Navy      Army      Air Force Air Force Navy     
## [66508] Army      Navy      Air Force Other DoD DLA       Army      DLA      
## [66515] Air Force Air Force Navy      Air Force DLA       Air Force Air Force
## [66522] Air Force DLA       Air Force DLA       Army      Navy      Other DoD
## [66529] Air Force Army      Army      Navy      DLA       Air Force Navy     
## [66536] Army      Air Force Navy      Navy      Army      Navy      DLA      
## [66543] DLA       Air Force Army      Army      Other DoD Navy      DLA      
## [66550] DLA       Army      Air Force Army      Navy      Navy      Air Force
## [66557] Air Force Army      Army      Air Force DLA       Navy      Army     
## [66564] Air Force Navy      DLA       Air Force Navy      Other DoD DLA      
## [66571] Navy      Army      Army      Air Force Army      Navy      Army     
## [66578] Army      Army      Army      Army      Other DoD Navy      Other DoD
## [66585] Air Force Navy      Navy      Other DoD Air Force Air Force Air Force
## [66592] Navy      Air Force Air Force Navy      Navy      DLA       DLA      
## [66599] Air Force DLA       Air Force DLA       Air Force Other DoD Air Force
## [66606] Air Force Air Force Other DoD Other DoD Army      Navy      Army     
## [66613] Navy      Navy      Navy      Other DoD Army      Army      Navy     
## [66620] Army      Navy      Air Force Navy      Army      Air Force Air Force
## [66627] Army      Navy      Navy      Other DoD Navy      Other DoD DLA      
## [66634] Army      Other DoD Army      Air Force DLA       Air Force Air Force
## [66641] Army      Navy      Navy      Army      Navy      Other DoD DLA      
## [66648] Army      Army      Army      Air Force Army      Army      Army     
## [66655] Navy      Air Force Navy      Other DoD Navy      Navy      Navy     
## [66662] Army      DLA       Air Force DLA       Navy      Navy      DLA      
## [66669] Army      Navy      DLA       DLA       Army      Navy      DLA      
## [66676] Army      Navy      Air Force Other DoD Army      Army      Navy     
## [66683] Air Force Air Force Air Force Navy      Air Force Navy      DLA      
## [66690] Air Force Other DoD Navy      Navy      Navy      Navy      Navy     
## [66697] Army      Navy      Navy      Air Force Air Force Navy      Air Force
## [66704] Army      Navy      Army      Air Force Army      Army      DLA      
## [66711] DLA       Army      Army      Air Force DLA       Army      Other DoD
## [66718] Army      Other DoD Navy      Air Force Navy      Army      Army     
## [66725] Navy      Other DoD Air Force Navy      DLA       Army      Air Force
## [66732] Navy      Navy      Other DoD Air Force Navy      Air Force Navy     
## [66739] DLA       Navy      Army      Other DoD Navy      Navy      DLA      
## [66746] DLA       Air Force Army      Navy      DLA       Air Force Army     
## [66753] Other DoD Army      Army      Navy      Other DoD Army      DLA      
## [66760] Navy      DLA       Navy      Army      Army      Navy      Other DoD
## [66767] Army      Air Force Army      Army      Other DoD Air Force Army     
## [66774] Air Force Army      Navy      Army      Other DoD Army      Navy     
## [66781] Air Force Army      Navy      Army      Navy      Army      Air Force
## [66788] Navy      Other DoD Army      Navy      Navy      Navy      Army     
## [66795] Navy      Army      Navy      Army      DLA       Air Force Navy     
## [66802] Air Force Navy      Air Force Army      Navy      Navy      Navy     
## [66809] Army      Air Force Navy      Navy      Air Force DLA       Army     
## [66816] DLA       Army      Air Force Army      Navy      DLA       Navy     
## [66823] Navy      Army      Army      Navy      Army      Navy      Navy     
## [66830] Other DoD Air Force Air Force Army      Army      DLA       Army     
## [66837] Air Force Navy      Navy      Other DoD Navy      Air Force DLA      
## [66844] Navy      Army      DLA       Other DoD Navy      Navy      DLA      
## [66851] Other DoD DLA       Army      DLA       Other DoD Other DoD DLA      
## [66858] Army      Air Force Army      Army      Air Force Navy      Other DoD
## [66865] Navy      Army      Army      Army      Navy      Air Force Army     
## [66872] Other DoD Air Force Other DoD DLA       Air Force Army      DLA      
## [66879] Air Force Other DoD DLA       Army      Navy      Navy      Army     
## [66886] Air Force Army      Air Force Air Force DLA       DLA       Air Force
## [66893] Navy      Air Force Other DoD Other DoD Air Force Army      Army     
## [66900] Other DoD Air Force Army      Navy      Navy      DLA       Air Force
## [66907] Air Force Army      Air Force Navy      Air Force Navy      Air Force
## [66914] Army      Other DoD Army      DLA       Navy      Navy      Other DoD
## [66921] Air Force Army      Air Force Navy      Army      Navy      Army     
## [66928] Navy      Air Force DLA       Navy      DLA       Air Force Navy     
## [66935] Air Force DLA       Army      Other DoD Army      Navy      Navy     
## [66942] Air Force Army      Navy      Army      Navy      Navy      DLA      
## [66949] Navy      Air Force Army      Army      Navy      Navy      Army     
## [66956] Army      Army      Air Force Navy      Navy      Army      Army     
## [66963] Navy      Other DoD Navy      DLA       Air Force Army      Navy     
## [66970] Air Force Army      Navy      Air Force Other DoD Other DoD Air Force
## [66977] Navy      Navy      Air Force Army      Air Force Army      DLA      
## [66984] Air Force Other DoD Army      Air Force Army      Army      Navy     
## [66991] Army      Army      DLA       Navy      DLA       Air Force Air Force
## [66998] Air Force Air Force Army      Navy      Air Force Army      Navy     
## [67005] Army      Army      Army      Other DoD Air Force Army      DLA      
## [67012] Navy      DLA       Navy      Air Force Navy      Navy      Air Force
## [67019] Navy      Army      Army      Other DoD Air Force Navy      Air Force
## [67026] Navy      Army      Navy      Army      DLA       Air Force DLA      
## [67033] Air Force Army      Army      Army      Other DoD Air Force Other DoD
## [67040] Army      Army      Army      Army      Army      Navy      Other DoD
## [67047] Air Force Army      Navy      Army      Army      Navy      DLA      
## [67054] Navy      Air Force Army      Navy      Air Force Other DoD Navy     
## [67061] Army      Navy      DLA       Army      Navy      Army      DLA      
## [67068] Army      Air Force DLA       DLA       Air Force Army      Air Force
## [67075] Other DoD Army      Other DoD Army      Army      DLA       Navy     
## [67082] Army      Army      Navy      Other DoD Navy      Army      Air Force
## [67089] Air Force Air Force Navy      Army      Air Force Air Force Army     
## [67096] Air Force Air Force Army      Army      Army      Army      Navy     
## [67103] Air Force Navy      Army      DLA       Army      Air Force Army     
## [67110] Navy      Other DoD Other DoD Army      Army      Army      DLA      
## [67117] Navy      Air Force Navy      Army      DLA       Army      Air Force
## [67124] DLA       Navy      Army      DLA       Other DoD DLA       Navy     
## [67131] Army      Air Force Army      Other DoD Army      Navy      DLA      
## [67138] Army      Army      Navy      Air Force DLA       Navy      Navy     
## [67145] DLA       DLA       Army      Air Force Navy      Navy      Army     
## [67152] DLA       Navy      Navy      Air Force Army      Air Force Air Force
## [67159] DLA       DLA       Navy      Army      Other DoD Army      DLA      
## [67166] Army      Navy      Air Force Air Force Other DoD Air Force Army     
## [67173] Navy      Air Force Army      Army      Navy      Other DoD Army     
## [67180] Air Force Navy      Navy      Air Force Other DoD Army      Navy     
## [67187] Army      Other DoD DLA       DLA       Navy      Army      Army     
## [67194] DLA       Navy      DLA       Army      Air Force DLA       Army     
## [67201] Air Force Army      Air Force DLA       Army      DLA       Army     
## [67208] Army      Army      Air Force Navy      Navy      Navy      Other DoD
## [67215] DLA       Navy      Army      Navy      Army      Air Force Air Force
## [67222] Navy      Air Force DLA       Other DoD Air Force Army      Air Force
## [67229] DLA       DLA       Navy      Army      Other DoD Army      MDA      
## [67236] Air Force Air Force Army      Air Force Army      Army      Navy     
## [67243] Navy      Army      DLA       Army      Air Force Army      Army     
## [67250] Navy      Army      Air Force DLA       Army      Navy      Navy     
## [67257] Army      DLA       Army      Navy      Other DoD Navy      Navy     
## [67264] Navy      Army      Navy      Air Force Navy      DLA       Other DoD
## [67271] Army      Navy      DLA       Army      Army      Other DoD DLA      
## [67278] Army      Navy      Army      DLA       Army      Air Force DLA      
## [67285] Air Force Navy      Navy      Navy      DLA       Navy      Navy     
## [67292] Army      Army      DLA       Air Force DLA       Army      Army     
## [67299] DLA       Army      Army      Other DoD Army      Air Force DLA      
## [67306] Army      Navy      Army      Other DoD Navy      DLA       DLA      
## [67313] Other DoD DLA       Navy      Navy      DLA       Army      Navy     
## [67320] Army      Other DoD DLA       DLA       Army      Army      Navy     
## [67327] Navy      Air Force DLA       Air Force Army      Army      Navy     
## [67334] Navy      Air Force Army      DLA       Air Force DLA       Air Force
## [67341] Army      Air Force Air Force Army      DLA       DLA       Army     
## [67348] Army      Air Force Army      Navy      Air Force Army      Other DoD
## [67355] Army      Army      DLA       Navy      Other DoD Army      Army     
## [67362] Navy      Navy      Air Force Other DoD Air Force Army      Air Force
## [67369] Army      Army      Army      MDA       Air Force DLA       Army     
## [67376] Navy      Other DoD DLA       Air Force Navy      Navy      Army     
## [67383] Navy      Air Force DLA       Army      DLA       Army      Navy     
## [67390] Other DoD Army      Air Force Army      DLA       Army      Army     
## [67397] Other DoD Navy      Army      Army      Army      DLA       Army     
## [67404] Navy      Navy      Navy      Air Force Other DoD Army      DLA      
## [67411] Army      Army      Army      DLA       Navy      Army      Army     
## [67418] Air Force Army      Air Force Navy      DLA       Air Force Navy     
## [67425] Navy      Navy      Navy      Army      Navy      Army      Air Force
## [67432] Army      Navy      DLA       Navy      DLA       Army      Army     
## [67439] Air Force Navy      Navy      Army      Air Force Other DoD DLA      
## [67446] Air Force Air Force DLA       Army      Army      Army      Navy     
## [67453] Other DoD Army      Navy      Navy      Army      Navy      Navy     
## [67460] Navy      Navy      Army      Army      Air Force DLA       Navy     
## [67467] Army      DLA       Navy      Navy      Army      Army      Navy     
## [67474] Navy      Army      Air Force Navy      Air Force Air Force Air Force
## [67481] Air Force Navy      Other DoD DLA       Navy      Navy      Navy     
## [67488] Army      Navy      Air Force Air Force DLA       Army      Army     
## [67495] Army      Navy      Navy      Army      Air Force Air Force Other DoD
## [67502] Other DoD Navy      Army      Other DoD Army      Army      Army     
## [67509] DLA       Air Force Navy      Army      Army      Army      DLA      
## [67516] Army      Army      Army      Other DoD Air Force Navy      DLA      
## [67523] DLA       Air Force DLA       Air Force Army      Army      Army     
## [67530] Air Force Army      Army      Navy      Navy      DLA       Navy     
## [67537] DLA       Navy      Army      Army      Air Force Army      Air Force
## [67544] Navy      Air Force Army      DLA       Army      Army      DLA      
## [67551] Navy      Navy      Air Force Air Force Navy      Other DoD Army     
## [67558] Army      Army      Air Force Army      Air Force Navy      Navy     
## [67565] Air Force Navy      Navy      Air Force Navy      Army      Navy     
## [67572] Army      Air Force Navy      Army      Army      Navy      Other DoD
## [67579] Army      DLA       Navy      Army      Navy      Army      Navy     
## [67586] DLA       Army      Air Force Army      Army      DLA       DLA      
## [67593] Army      MDA       Navy      Other DoD Other DoD DLA       DLA      
## [67600] Navy      Navy      Navy      Army      Other DoD Air Force Navy     
## [67607] Army      Navy      Navy      Army      Air Force Navy      Navy     
## [67614] Air Force Air Force Army      Other DoD Air Force Army      Other DoD
## [67621] Air Force Navy      Army      DLA       Army      Army      Navy     
## [67628] DLA       Army      Army      Army      Army      Army      Navy     
## [67635] Navy      DLA       Air Force Air Force DLA       Army      Navy     
## [67642] Air Force Air Force Navy      Army      Army      DLA       Navy     
## [67649] Army      Army      DLA       Air Force Army      Navy      Navy     
## [67656] Army      Army      Air Force Air Force Navy      Air Force Army     
## [67663] Other DoD Air Force Navy      Army      Navy      Air Force Other DoD
## [67670] Navy      Navy      Navy      Other DoD DLA       Navy      Army     
## [67677] Other DoD Navy      Navy      Air Force Army      Army      DLA      
## [67684] Army      Navy      Air Force Navy      Army      Other DoD Navy     
## [67691] Army      DLA       Army      Army      Army      Army      Army     
## [67698] DLA       Army      DLA       Army      Air Force Other DoD Air Force
## [67705] DLA       Navy      Navy      Army      Army      Air Force Navy     
## [67712] Navy      Air Force Army      Other DoD Army      Army      Air Force
## [67719] Navy      Army      DLA       DLA       MDA       Army      Navy     
## [67726] DLA       Army      Navy      Army      Army      Navy      Other DoD
## [67733] Army      Army      Navy      Navy      Army      Air Force Air Force
## [67740] Army      Army      Army      Army      Army      Army      Army     
## [67747] Army      Army      Army      Air Force DLA       MDA       DLA      
## [67754] Navy      DLA       Navy      Army      Air Force Army      Air Force
## [67761] Army      Navy      Navy      Navy      Army      Air Force Army     
## [67768] Air Force Navy      DLA       Other DoD Army      DLA       Army     
## [67775] Other DoD Other DoD Navy      Army      Navy      Army      Army     
## [67782] Army      Air Force Navy      DLA       Navy      Army      Army     
## [67789] Army      Other DoD Air Force DLA       DLA       Navy      Other DoD
## [67796] Navy      Navy      Army      DLA       Army      Army      Air Force
## [67803] DLA       Air Force Air Force DLA       Navy      Air Force Army     
## [67810] Army      Navy      Navy      Other DoD Air Force Air Force Army     
## [67817] Navy      Other DoD Army      Air Force Army      Army      DLA      
## [67824] Navy      Navy      Navy      Navy      Army      Navy      Navy     
## [67831] Air Force Army      Army      Army      Air Force Army      Army     
## [67838] Air Force Army      Air Force Navy      Army      Navy      Army     
## [67845] DLA       Navy      Air Force Navy      Air Force DLA       Navy     
## [67852] Air Force Army      Army      Army      DLA       Air Force Air Force
## [67859] Navy      Army      Army      Army      Air Force Air Force Other DoD
## [67866] DLA       DLA       Army      Army      Army      Army      Army     
## [67873] Army      Other DoD Other DoD Navy      Army      Other DoD Army     
## [67880] Army      Air Force Air Force Navy      Navy      Army      Navy     
## [67887] Air Force DLA       Army      DLA       Air Force DLA       Navy     
## [67894] DLA       Navy      Army      DLA       Navy      Air Force Air Force
## [67901] Navy      Air Force DLA       Air Force Air Force Army      Navy     
## [67908] Navy      Other DoD Army      Army      Army      DLA       DLA      
## [67915] Navy      Navy      DLA       Army      Army      Army      Navy     
## [67922] Navy      Air Force Air Force Other DoD DLA       Navy      Army     
## [67929] Navy      MDA       Other DoD Air Force Navy      Air Force Navy     
## [67936] Air Force Air Force DLA       Other DoD DLA       DLA       Navy     
## [67943] DLA       DLA       DLA       DLA       Navy      Navy      Army     
## [67950] Army      Other DoD Air Force Army      Navy      Other DoD Navy     
## [67957] Navy      Navy      Air Force Navy      Air Force DLA       Army     
## [67964] Navy      DLA       Other DoD Air Force Navy      Air Force DLA      
## [67971] Army      DLA       Navy      Navy      Navy      Air Force Navy     
## [67978] Navy      Army      Air Force Army      Army      Air Force Air Force
## [67985] Air Force Navy      Army      Army      Air Force Other DoD Navy     
## [67992] Other DoD DLA       Air Force Army      Other DoD Navy      Air Force
## [67999] Air Force Army      Army      Air Force Army      Air Force Navy     
## [68006] Navy      Army      Army      Navy      Other DoD Air Force Air Force
## [68013] Army      Army      Army      Navy      Navy      Navy      Air Force
## [68020] Army      Army      Navy      Navy      Air Force Army      Army     
## [68027] DLA       Army      Navy      Army      Air Force Army      Other DoD
## [68034] Navy      DLA       DLA       Navy      Navy      Air Force Army     
## [68041] Navy      Army      Army      Other DoD Army      Army      Air Force
## [68048] Army      DLA       Navy      Air Force Navy      Air Force Air Force
## [68055] Other DoD Army      Army      Army      DLA       Army      DLA      
## [68062] Army      DLA       DLA       Other DoD DLA       DLA       Air Force
## [68069] Navy      Army      Navy      Army      Army      Navy      Navy     
## [68076] Army      Navy      DLA       Navy      Army      Navy      Army     
## [68083] Navy      DLA       Army      Army      DLA       DLA       DLA      
## [68090] Navy      Army      Army      Air Force Air Force DLA       Army     
## [68097] DLA       Other DoD DLA       Army      Air Force Army      Army     
## [68104] Army      Navy      Navy      Other DoD Army      Navy      Navy     
## [68111] Air Force DLA       Other DoD DLA       Air Force Army      Air Force
## [68118] MDA       DLA       Air Force Navy      DLA       Army      Air Force
## [68125] Navy      Navy      Navy      Army      Army      Navy      Air Force
## [68132] Navy      Air Force Army      DLA       Army      Other DoD Air Force
## [68139] Air Force Air Force Navy      DLA       Navy      Army      Navy     
## [68146] Army      Army      Air Force DLA       Navy      Air Force DLA      
## [68153] Navy      Navy      DLA       Army      Army      Air Force Army     
## [68160] Other DoD Army      Air Force Air Force DLA       Army      DLA      
## [68167] Air Force Other DoD Air Force Army      Navy      DLA       Air Force
## [68174] Navy      Air Force Navy      Other DoD Army      Navy      Air Force
## [68181] Army      Navy      Other DoD Air Force Navy      Air Force DLA      
## [68188] Army      Army      Army      Army      Navy      Other DoD Air Force
## [68195] DLA       Navy      Other DoD Navy      Army      Other DoD Army     
## [68202] Air Force Army      Army      Army      DLA       Other DoD Navy     
## [68209] Navy      Air Force Navy      Army      Army      Air Force Army     
## [68216] Navy      Other DoD Army      DLA       Navy      Navy      Navy     
## [68223] MDA       Navy      Army      Other DoD Air Force Air Force Army     
## [68230] Navy      Army      Navy      Navy      Army      DLA       Other DoD
## [68237] Army      Army      Air Force Army      Navy      Army      Army     
## [68244] Army      Army      Army      Air Force DLA       Navy      Other DoD
## [68251] Other DoD Air Force Army      Other DoD DLA       DLA       Other DoD
## [68258] Army      Other DoD Navy      Other DoD Navy      Navy      Air Force
## [68265] Army      Army      Navy      Air Force Air Force Army      Army     
## [68272] Other DoD Army      Air Force Other DoD Other DoD Air Force Army     
## [68279] Army      Army      Navy      Air Force DLA       Army      Other DoD
## [68286] Air Force DLA       Army      Army      Air Force Other DoD Air Force
## [68293] Army      Army      Navy      Navy      Air Force DLA       Air Force
## [68300] Army      Other DoD Army      DLA       Air Force Other DoD DLA      
## [68307] Navy      DLA       Other DoD Navy      Navy      Other DoD Navy     
## [68314] Army      Army      Air Force Army      Navy      Army      Army     
## [68321] Navy      Other DoD Navy      Army      Air Force Air Force Air Force
## [68328] DLA       Army      Navy      DLA       Air Force Navy      Navy     
## [68335] Army      Air Force Air Force Navy      DLA       Army      Navy     
## [68342] Air Force Army      Other DoD Navy      MDA       DLA       Navy     
## [68349] Army      Air Force Air Force Navy      Navy      Air Force Navy     
## [68356] DLA       Army      Army      Navy      Army      Navy      DLA      
## [68363] Navy      Navy      Navy      Air Force Army      Navy      Navy     
## [68370] Navy      Army      Army      Army      Army      Air Force Navy     
## [68377] Army      Air Force Air Force Other DoD DLA       Army      Air Force
## [68384] Other DoD Army      Army      DLA       Navy      Air Force Army     
## [68391] Other DoD Army      Army      Navy      DLA       Army      Air Force
## [68398] Air Force Army      Navy      Air Force Other DoD Navy      Army     
## [68405] Navy      Navy      Army      DLA       Army      Army      Army     
## [68412] Army      DLA       Navy      Army      Navy      Army      Army     
## [68419] Navy      Navy      Navy      Air Force DLA       Air Force DLA      
## [68426] DLA       Navy      Air Force Navy      Other DoD Army      Army     
## [68433] Air Force Other DoD DLA       Navy      Navy      Navy      Army     
## [68440] DLA       Navy      Air Force Navy      Air Force Air Force Army     
## [68447] DLA       Air Force DLA       Army      Army      Air Force Army     
## [68454] Army      Army      Navy      Army      Army      DLA       Army     
## [68461] Air Force Navy      Other DoD Navy      Navy      Air Force Air Force
## [68468] Navy      Navy      DLA       Air Force Navy      Navy      Army     
## [68475] Air Force Air Force Navy      Air Force Army      Army      Army     
## [68482] Army      Other DoD Other DoD DLA       Air Force Navy      Air Force
## [68489] Army      Navy      Army      Air Force Air Force Other DoD Air Force
## [68496] Other DoD DLA       Army      Army      Army      DLA       Army     
## [68503] Air Force Army      Air Force Army      Navy      DLA       Air Force
## [68510] Navy      Army      Navy      Air Force Army      Army      Navy     
## [68517] Navy      DLA       Army      Air Force DLA       Navy      Navy     
## [68524] Air Force DLA       Air Force Navy      Army      Other DoD Army     
## [68531] Air Force DLA       Navy      DLA       Army      Navy      Army     
## [68538] Army      Navy      Navy      Air Force Army      Other DoD Army     
## [68545] Army      Army      Army      DLA       Navy      Army      Navy     
## [68552] DLA       DLA       Navy      Navy      Navy      DLA       DLA      
## [68559] MDA       Air Force Air Force Army      Air Force Army      Air Force
## [68566] Navy      DLA       Other DoD Army      Air Force Air Force Navy     
## [68573] Army      Other DoD Navy      Army      Navy      Air Force DLA      
## [68580] Other DoD Air Force DLA       DLA       DLA       Navy      Air Force
## [68587] Army      Air Force Army      Other DoD Air Force Navy      Air Force
## [68594] Other DoD Army      Army      DLA       Air Force Navy      Air Force
## [68601] Navy      DLA       Army      Navy      DLA       Navy      Navy     
## [68608] Army      Air Force Navy      Navy      Navy      Navy      Navy     
## [68615] Army      Air Force MDA       Air Force Army      Navy      Army     
## [68622] Navy      Navy      Other DoD DLA       Army      Army      Army     
## [68629] Army      Navy      Navy      Navy      Army      Other DoD Navy     
## [68636] Navy      Army      Other DoD Navy      Navy      Air Force Navy     
## [68643] Navy      Army      Air Force Army      Air Force Navy      Air Force
## [68650] DLA       Navy      DLA       Air Force Army      Air Force Other DoD
## [68657] Navy      Air Force DLA       DLA       Navy      DLA       Army     
## [68664] Army      Air Force Navy      DLA       Other DoD Other DoD DLA      
## [68671] DLA       Navy      Army      Air Force Navy      Other DoD Navy     
## [68678] Army      Air Force Navy      Army      Other DoD Navy      Air Force
## [68685] Other DoD Army      Air Force Air Force Army      Army      Navy     
## [68692] Other DoD Army      Army      Army      Air Force Navy      Air Force
## [68699] Air Force Other DoD Navy      Navy      Air Force Air Force Air Force
## [68706] Air Force Navy      DLA       DLA       Other DoD Air Force Navy     
## [68713] Other DoD Navy      Navy      Navy      Navy      Army      Navy     
## [68720] Navy      Navy      Army      Navy      Army      DLA       Air Force
## [68727] Navy      Army      Army      Army      Navy      DLA       Army     
## [68734] Navy      Army      Navy      Navy      Air Force Army      Army     
## [68741] Army      Navy      Navy      Navy      Navy      DLA       Army     
## [68748] DLA       Air Force Air Force Army      DLA       Navy      Air Force
## [68755] Navy      DLA       Army      Navy      Other DoD Navy      Army     
## [68762] Navy      Army      Navy      Army      Air Force Navy      Army     
## [68769] DLA       DLA       Army      Air Force DLA       Other DoD Army     
## [68776] DLA       Army      Navy      Other DoD Navy      Army      Army     
## [68783] Navy      Navy      Navy      DLA       Army      Army      Army     
## [68790] Navy      DLA       Navy      Army      Navy      Navy      Army     
## [68797] Navy      Air Force Other DoD Navy      Army      Army      DLA      
## [68804] Other DoD Army      DLA       Air Force Navy      Air Force DLA      
## [68811] Navy      Air Force Other DoD Army      Air Force Navy      Navy     
## [68818] Navy      Navy      Navy      Navy      Air Force DLA       DLA      
## [68825] Other DoD Navy      Other DoD Air Force Navy      Army      Army     
## [68832] DLA       Army      DLA       Other DoD DLA       DLA       Navy     
## [68839] Navy      Navy      Navy      Navy      DLA       Air Force Army     
## [68846] DLA       Navy      Army      DLA       DLA       Army      Army     
## [68853] DLA       Air Force Navy      Army      Other DoD Army      Army     
## [68860] Air Force Navy      MDA       Navy      Army      Air Force Army     
## [68867] Army      Army      Navy      Army      Army      Air Force Navy     
## [68874] DLA       Army      Army      Army      Army      DLA       DLA      
## [68881] Army      Army      Air Force Navy      DLA       Air Force DLA      
## [68888] Army      Other DoD Air Force Navy      Other DoD Other DoD Army     
## [68895] DLA       Air Force Navy      Navy      DLA       Navy      DLA      
## [68902] Navy      DLA       DLA       DLA       Navy      Other DoD Army     
## [68909] Other DoD Army      Other DoD Air Force Army      Army      Army     
## [68916] Army      DLA       DLA       Army      Army      Army      DLA      
## [68923] Army      Air Force Navy      Army      Air Force Other DoD Air Force
## [68930] Army      Navy      Army      DLA       Navy      Air Force Other DoD
## [68937] Army      Army      Army      Navy      Air Force Navy      DLA      
## [68944] Other DoD Army      Navy      Navy      DLA       Air Force Army     
## [68951] Air Force Navy      DLA       Army      Navy      DLA       Air Force
## [68958] Army      Navy      Air Force Navy      Army      Army      Air Force
## [68965] Army      Army      Other DoD Navy      DLA       Navy      Army     
## [68972] Navy      Navy      DLA       Army      Army      Army      Navy     
## [68979] Navy      Navy      Navy      Navy      Army      DLA       Army     
## [68986] Army      Army      Navy      DLA       Army      Navy      Navy     
## [68993] Army      Army      Other DoD Army      DLA       Navy      DLA      
## [69000] Navy      Navy      Army      DLA       Army      DLA       DLA      
## [69007] Army      Army      DLA       Other DoD Army      Army      DLA      
## [69014] Navy      Other DoD Air Force DLA       Navy      Navy      Army     
## [69021] Army      Air Force Other DoD Navy      Air Force Army      DLA      
## [69028] Air Force Navy      Navy      Other DoD Air Force Air Force Navy     
## [69035] Army      Air Force DLA       Air Force Army      Navy      DLA      
## [69042] Navy      Air Force DLA       Air Force Army      DLA       Other DoD
## [69049] Navy      Army      Army      Army      Air Force Army      Navy     
## [69056] Other DoD DLA       DLA       Navy      Air Force Army      Navy     
## [69063] Other DoD Army      DLA       Other DoD DLA       Navy      Army     
## [69070] Navy      Army      Navy      Army      Air Force Army      Army     
## [69077] Army      DLA       DLA       Air Force DLA       Air Force Navy     
## [69084] Air Force Navy      Army      DLA       Air Force Navy      Navy     
## [69091] Army      Air Force MDA       Air Force DLA       Navy      Navy     
## [69098] Other DoD Other DoD Air Force DLA       Air Force Army      DLA      
## [69105] Navy      Navy      Air Force Army      DLA       Other DoD Army     
## [69112] Air Force DLA       Air Force Air Force Army      DLA       Army     
## [69119] Army      Other DoD Army      Air Force Army      Air Force Air Force
## [69126] Navy      DLA       DLA       Army      Navy      Air Force Army     
## [69133] Army      Other DoD DLA       Navy      Air Force DLA       Air Force
## [69140] Navy      Army      Navy      Air Force Navy      Army      Army     
## [69147] Air Force Navy      Navy      Navy      Army      Navy      Army     
## [69154] Army      Navy      DLA       Other DoD DLA       DLA       DLA      
## [69161] Army      Navy      DLA       Army      Air Force Army      Other DoD
## [69168] Army      Navy      Army      Air Force Air Force Navy      Army     
## [69175] Army      Army      Navy      Air Force Navy      Army      DLA      
## [69182] Army      Army      Army      Air Force Army      Army      Other DoD
## [69189] Army      Navy      Air Force Army      Other DoD Army      DLA      
## [69196] Navy      Army      Navy      Army      Other DoD Army      Air Force
## [69203] Navy      Army      Navy      Air Force Army      Navy      Air Force
## [69210] Other DoD Army      Other DoD Other DoD DLA       Army      Navy     
## [69217] Army      Army      Navy      Navy      Army      Navy      Army     
## [69224] Other DoD Air Force Army      Navy      Army      Navy      Air Force
## [69231] Navy      DLA       Navy      Other DoD Air Force Other DoD Army     
## [69238] Navy      Navy      DLA       Air Force DLA       Army      Navy     
## [69245] DLA       DLA       Navy      Navy      Navy      Navy      Army     
## [69252] Army      Navy      Navy      Navy      Army      Air Force Air Force
## [69259] Navy      Army      Air Force DLA       Army      Army      Navy     
## [69266] Army      Army      Army      Navy      Navy      Navy      Army     
## [69273] Navy      Air Force Navy      Navy      Navy      Army      Other DoD
## [69280] Army      Navy      Navy      DLA       Army      Air Force DLA      
## [69287] Army      Navy      Navy      Air Force Other DoD Army      Army     
## [69294] Other DoD DLA       Army      Army      Navy      DLA       Army     
## [69301] Air Force DLA       Air Force Army      Army      Other DoD Air Force
## [69308] DLA       DLA       DLA       Air Force Air Force DLA       Navy     
## [69315] Air Force Air Force Other DoD Army      DLA       DLA       Army     
## [69322] Air Force Air Force DLA       Army      Navy      DLA       Navy     
## [69329] Navy      Navy      Air Force DLA       Navy      DLA       Air Force
## [69336] Army      Air Force Navy      Army      Air Force DLA       Air Force
## [69343] DLA       Navy      Navy      Air Force DLA       Navy      DLA      
## [69350] Army      Other DoD DLA       Army      Navy      Army      Air Force
## [69357] Army      DLA       Army      DLA       Navy      Army      DLA      
## [69364] Army      DLA       Air Force Army      Other DoD Army      Army     
## [69371] Army      Navy      DLA       DLA       DLA       Navy      Navy     
## [69378] Other DoD Army      Other DoD MDA       Army      Air Force Other DoD
## [69385] Army      Army      Other DoD DLA       Navy      Navy      Navy     
## [69392] Navy      DLA       Army      Army      Navy      Navy      Army     
## [69399] Army      DLA       Navy      Air Force Air Force Army      Navy     
## [69406] Army      Air Force DLA       Other DoD Navy      Air Force DLA      
## [69413] DLA       Army      Air Force DLA       Army      Army      Air Force
## [69420] Army      Army      Army      Army      DLA       DLA       DLA      
## [69427] DLA       Navy      Navy      Navy      Navy      Army      Army     
## [69434] Air Force Army      Other DoD Army      Navy      Navy      Navy     
## [69441] Navy      Air Force Army      Air Force Army      Army      Navy     
## [69448] DLA       Air Force Air Force Army      Air Force Navy      Army     
## [69455] Army      Air Force Navy      Navy      Air Force Navy      Army     
## [69462] Army      Army      Air Force Navy      Army      Navy      Army     
## [69469] Navy      Army      Army      DLA       Army      Army      Army     
## [69476] Army      Air Force Army      Air Force DLA       Navy      Army     
## [69483] Air Force Army      DLA       Navy      Navy      DLA       DLA      
## [69490] Air Force DLA       Navy      Navy      Army      Army      Army     
## [69497] Army      Other DoD Navy      Air Force Army      DLA       Army     
## [69504] Army      DLA       DLA       Air Force Air Force MDA       Air Force
## [69511] Army      Army      Army      Navy      DLA       DLA       Navy     
## [69518] Air Force Other DoD Navy      DLA       Army      Other DoD Navy     
## [69525] DLA       Army      Air Force Army      Army      Navy      DLA      
## [69532] Air Force Army      Navy      Navy      Air Force Navy      Army     
## [69539] Air Force Navy      Air Force DLA       Navy      Army      Air Force
## [69546] Army      Navy      Other DoD DLA       DLA       Army      Air Force
## [69553] Army      Army      Navy      Army      Army      Navy      Air Force
## [69560] Navy      Air Force Navy      Air Force Air Force Army      Army     
## [69567] Other DoD Air Force Other DoD Army      Army      Air Force Navy     
## [69574] Air Force Navy      Navy      DLA       Navy      DLA       Navy     
## [69581] Air Force DLA       DLA       Air Force Army      Other DoD DLA      
## [69588] Navy      Navy      Army      Air Force Air Force Army      Navy     
## [69595] Navy      Navy      Other DoD Air Force DLA       Army      Air Force
## [69602] Navy      Air Force Air Force DLA       DLA       Other DoD Air Force
## [69609] Other DoD Navy      Navy      DLA       Air Force Navy      Navy     
## [69616] Navy      Navy      Navy      Army      DLA       Army      DLA      
## [69623] Army      Air Force Other DoD Army      Navy      Navy      Other DoD
## [69630] Navy      Air Force Army      Navy      Army      Other DoD Army     
## [69637] Army      Air Force Army      Air Force Navy      DLA       DLA      
## [69644] Other DoD Air Force Army      Other DoD DLA       Navy      DLA      
## [69651] Air Force DLA       Army      Air Force Navy      Navy      Navy     
## [69658] Other DoD Navy      Air Force Other DoD Air Force Navy      Air Force
## [69665] Army      DLA       Army      Other DoD Navy      Army      Air Force
## [69672] Navy      Army      Navy      DLA       Navy      DLA       DLA      
## [69679] DLA       Navy      Army      Navy      Navy      Navy      DLA      
## [69686] Other DoD DLA       DLA       Army      Army      DLA       Army     
## [69693] Air Force Air Force Navy      Navy      Air Force Army      Air Force
## [69700] Army      Army      Navy      Air Force Air Force DLA       Other DoD
## [69707] Army      Air Force Air Force Navy      Army      Navy      Navy     
## [69714] DLA       DLA       DLA       Navy      DLA       Army      Navy     
## [69721] DLA       Navy      Army      Army      Navy      Army      DLA      
## [69728] Army      Navy      Army      Army      Air Force Air Force Navy     
## [69735] Army      Navy      Navy      Army      Army      Army      Navy     
## [69742] Army      Navy      Army      Army      DLA       Navy      MDA      
## [69749] Navy      Air Force Other DoD Air Force Army      Army      Air Force
## [69756] Other DoD Air Force Air Force Air Force DLA       Army      Army     
## [69763] Air Force Army      Air Force Air Force Air Force Navy      Army     
## [69770] Navy      Army      Other DoD Navy      DLA       Army      Army     
## [69777] Air Force Navy      DLA       DLA       Other DoD DLA       DLA      
## [69784] Navy      Army      Army      Army      Navy      Air Force Navy     
## [69791] Navy      Air Force Army      Army      Navy      Air Force Navy     
## [69798] DLA       Other DoD Army      DLA       Air Force Air Force Air Force
## [69805] Navy      Army      Navy      Army      Air Force Navy      Army     
## [69812] Navy      Navy      Other DoD Navy      Army      DLA       DLA      
## [69819] Army      Army      Navy      Navy      Army      Navy      Army     
## [69826] Army      Navy      Other DoD DLA       DLA       DLA       Air Force
## [69833] Navy      Army      Navy      Army      Army      Navy      DLA      
## [69840] Other DoD Air Force Army      Navy      Navy      Air Force Air Force
## [69847] Other DoD Air Force Navy      DLA       DLA       DLA       Navy     
## [69854] Air Force Navy      Navy      Other DoD Navy      Air Force Navy     
## [69861] Army      DLA       Navy      Army      Navy      Other DoD Navy     
## [69868] Navy      Army      Air Force Other DoD Army      Navy      Navy     
## [69875] Army      Air Force Navy      Navy      DLA       Army      Air Force
## [69882] Other DoD DLA       Army      Air Force Army      Army      DLA      
## [69889] Air Force Navy      Other DoD Air Force Other DoD Army      Navy     
## [69896] Army      Army      Other DoD DLA       Navy      Navy      Navy     
## [69903] Army      Air Force Air Force Army      DLA       Army      Navy     
## [69910] DLA       Other DoD Navy      Navy      Navy      Other DoD DLA      
## [69917] Navy      Air Force Air Force Air Force Navy      DLA       Navy     
## [69924] Other DoD Air Force Navy      Navy      Army      DLA       Army     
## [69931] DLA       DLA       Navy      Army      Air Force Navy      Army     
## [69938] DLA       DLA       Army      Other DoD Air Force Navy      Army     
## [69945] Air Force DLA       Other DoD Army      DLA       Air Force Army     
## [69952] Other DoD Air Force DLA       Navy      Other DoD Navy      Navy     
## [69959] Navy      Other DoD Army      Navy      Army      Army      Army     
## [69966] Army      Navy      Army      DLA       Navy      Other DoD Navy     
## [69973] DLA       Navy      Army      Army      Army      DLA       Army     
## [69980] Army      Army      Other DoD Air Force Other DoD DLA       Army     
## [69987] Army      Air Force Other DoD Air Force Army      Air Force MDA      
## [69994] Army      Navy      Navy      Navy      Other DoD Navy      Army     
## [70001] Other DoD Navy      Navy      Army      Navy      Navy      Army     
## [70008] Navy      DLA       Other DoD Air Force Navy      DLA       DLA      
## [70015] DLA       Navy      Navy      Other DoD Air Force Army      Army     
## [70022] Navy      DLA       Army      Army      Air Force Air Force Navy     
## [70029] Navy      DLA       DLA       Navy      Other DoD Army      Army     
## [70036] Navy      DLA       Air Force Navy      Navy      Other DoD Army     
## [70043] Other DoD Navy      Air Force Army      Air Force Army      Air Force
## [70050] DLA       Army      Air Force Army      Navy      Army      Army     
## [70057] Air Force Navy      Navy      Army      Navy      DLA       Army     
## [70064] Air Force DLA       Navy      Army      Army      Army      DLA      
## [70071] Army      Army      DLA       Other DoD Navy      Army      Navy     
## [70078] Air Force Air Force DLA       Army      Air Force Army      DLA      
## [70085] Air Force Navy      Air Force Air Force Navy      DLA       Navy     
## [70092] Navy      Navy      Air Force Navy      Air Force DLA       Navy     
## [70099] Army      Navy      Army      Navy      Navy      Air Force DLA      
## [70106] Navy      Other DoD Army      Navy      DLA       Other DoD Army     
## [70113] Navy      DLA       Army      Army      Army      Navy      Other DoD
## [70120] DLA       Army      DLA       Army      Air Force Air Force Navy     
## [70127] Navy      Other DoD Navy      Navy      Army      Army      Army     
## [70134] Army      Air Force Other DoD Army      DLA       Navy      DLA      
## [70141] Navy      Air Force Army      Air Force Other DoD Navy      Air Force
## [70148] Army      Navy      Army      Army      Army      Army      Army     
## [70155] DLA       Other DoD Army      Navy      Other DoD Army      Army     
## [70162] DLA       Navy      DLA       Army      Navy      Air Force DLA      
## [70169] Army      Air Force Other DoD DLA       Navy      DLA       DLA      
## [70176] Army      Other DoD Air Force Navy      Air Force Air Force Navy     
## [70183] DLA       Other DoD Army      Army      Navy      Air Force Navy     
## [70190] DLA       Navy      Navy      Navy      Air Force Navy      Navy     
## [70197] Air Force Army      Air Force Navy      Army      Navy      Air Force
## [70204] Navy      Army      Air Force Army      Other DoD Navy      Navy     
## [70211] Army      DLA       Navy      Army      Army      Air Force Navy     
## [70218] Army      DLA       Army      Army      Army      Army      Air Force
## [70225] Army      Navy      Air Force Army      Army      Navy      Army     
## [70232] Navy      Navy      MDA       Air Force Army      Army      Army     
## [70239] Air Force Navy      Navy      Navy      Navy      Navy      Navy     
## [70246] Air Force Other DoD DLA       Navy      Other DoD Other DoD Navy     
## [70253] Navy      DLA       Navy      Army      Navy      Navy      DLA      
## [70260] Other DoD Army      Army      Air Force DLA       Navy      Army     
## [70267] Navy      Army      DLA       Navy      Army      Navy      Navy     
## [70274] Air Force Air Force Navy      Air Force Army      Air Force Air Force
## [70281] Army      Army      Navy      DLA       DLA       Army      Navy     
## [70288] Army      Navy      Navy      DLA       Air Force Navy      DLA      
## [70295] Air Force Navy      Army      Army      Navy      Army      DLA      
## [70302] Army      Army      Army      Army      Army      DLA       Air Force
## [70309] Navy      Navy      Air Force Army      Army      Air Force Army     
## [70316] Other DoD Navy      Army      Navy      Navy      Navy      Navy     
## [70323] Navy      DLA       Navy      DLA       Navy      Navy      Air Force
## [70330] DLA       Air Force DLA       DLA       Navy      DLA       Army     
## [70337] Army      DLA       Air Force Navy      Navy      Army      DLA      
## [70344] Army      DLA       Army      Navy      Other DoD Army      Army     
## [70351] DLA       Navy      Navy      Other DoD Army      Navy      Army     
## [70358] Other DoD Other DoD Army      Navy      Army      Army      Army     
## [70365] Other DoD Army      Army      Navy      Air Force Air Force Navy     
## [70372] Air Force Army      DLA       DLA       Navy      Air Force Air Force
## [70379] Navy      Army      DLA       Other DoD Other DoD Other DoD Army     
## [70386] Air Force Navy      Army      Army      Army      Army      Air Force
## [70393] DLA       Navy      Navy      DLA       Army      Navy      Air Force
## [70400] Army      Army      Air Force DLA       Air Force Navy      DLA      
## [70407] DLA       Navy      Army      Army      Army      Navy      Navy     
## [70414] Navy      Navy      Army      Other DoD Army      Air Force Air Force
## [70421] Army      Army      Other DoD Navy      Navy      Army      Army     
## [70428] Navy      Air Force Air Force Navy      Air Force Army      Air Force
## [70435] Army      DLA       DLA       Navy      Navy      Navy      Navy     
## [70442] Army      Air Force Army      Army      Navy      Navy      DLA      
## [70449] Navy      DLA       DLA       Air Force Air Force Navy      Army     
## [70456] DLA       Army      Air Force Navy      Air Force DLA       Army     
## [70463] Air Force Air Force Air Force Navy      Air Force Army      Army     
## [70470] Navy      DLA       DLA       Other DoD Navy      Navy      Navy     
## [70477] Navy      Army      Navy      Navy      Navy      Other DoD DLA      
## [70484] Army      Navy      DLA       Army      Army      Air Force Army     
## [70491] Navy      DLA       Army      Navy      Army      Navy      Air Force
## [70498] DLA       DLA       Air Force Other DoD Navy      Navy      Navy     
## [70505] Other DoD Army      Army      Army      Navy      Air Force Army     
## [70512] Other DoD Other DoD Army      Air Force Air Force DLA       Other DoD
## [70519] Army      Navy      Air Force Air Force Army      Other DoD Army     
## [70526] Other DoD Army      Army      Air Force Navy      Army      Army     
## [70533] DLA       Army      Navy      DLA       Air Force Army      Air Force
## [70540] DLA       Army      Other DoD Army      Army      Army      Army     
## [70547] DLA       DLA       Other DoD Other DoD Army      Air Force Navy     
## [70554] Army      Air Force Air Force Navy      Navy      DLA       Navy     
## [70561] Other DoD Navy      Navy      Navy      Army      DLA       Army     
## [70568] DLA       Navy      Air Force Army      Navy      Air Force Other DoD
## [70575] DLA       Army      Army      Navy      Army      Air Force Other DoD
## [70582] Navy      DLA       Navy      Air Force Navy      Army      Army     
## [70589] Navy      Navy      Air Force DLA       DLA       Navy      Air Force
## [70596] Army      Navy      Navy      Navy      Army      Navy      Army     
## [70603] Navy      Navy      Army      Army      Army      Air Force Other DoD
## [70610] Navy      Air Force Air Force Other DoD Air Force Army      Air Force
## [70617] Army      Army      Navy      Army      Army      DLA       Army     
## [70624] Army      DLA       DLA       Army      Air Force Navy      Navy     
## [70631] DLA       Army      DLA       Navy      Air Force Army      Other DoD
## [70638] Navy      Army      Army      Air Force Air Force DLA       Army     
## [70645] Army      Air Force Other DoD Army      Other DoD DLA       Navy     
## [70652] Army      Army      Army      Army      Army      Navy      Navy     
## [70659] DLA       Other DoD Navy      Other DoD Army      Air Force Navy     
## [70666] Other DoD Army      Army      DLA       Air Force Other DoD Air Force
## [70673] Navy      Navy      Army      Air Force Navy      Navy      Navy     
## [70680] Air Force Army      Air Force Army      Army      Navy      Other DoD
## [70687] Air Force Navy      Air Force Navy      Army      Air Force Army     
## [70694] DLA       Air Force Air Force Navy      Army      DLA       Army     
## [70701] Navy      DLA       Army      Navy      Navy      Air Force Navy     
## [70708] Other DoD DLA       Other DoD Navy      Air Force Air Force Other DoD
## [70715] Other DoD Navy      Navy      Army      Air Force Navy      Other DoD
## [70722] Army      DLA       DLA       Air Force Army      DLA       Air Force
## [70729] Other DoD Other DoD Army      Navy      Other DoD Navy      Navy     
## [70736] Army      DLA       Air Force Other DoD Army      Army      Air Force
## [70743] Air Force Army      Army      DLA       Army      Army      Navy     
## [70750] Navy      Navy      Navy      Army      Navy      Navy      Other DoD
## [70757] Other DoD Navy      Army      Army      Other DoD Air Force Other DoD
## [70764] Army      Army      Army      Navy      Army      Navy      Air Force
## [70771] DLA       Army      Air Force Navy      Army      Army      DLA      
## [70778] Army      Other DoD Army      DLA       DLA       Navy      Other DoD
## [70785] Army      Army      Navy      Other DoD Army      Navy      DLA      
## [70792] Navy      Air Force Army      Navy      Navy      Air Force Other DoD
## [70799] Navy      Other DoD Other DoD Air Force Army      DLA       DLA      
## [70806] Navy      Army      DLA       Army      Navy      Other DoD Navy     
## [70813] Navy      DLA       Navy      Army      DLA       Air Force Navy     
## [70820] Air Force Army      Army      Air Force Navy      Navy      Air Force
## [70827] Air Force Navy      Air Force Army      DLA       Army      Army     
## [70834] DLA       Navy      DLA       Navy      Navy      Army      Army     
## [70841] Air Force Other DoD Navy      Army      Army      DLA       Navy     
## [70848] Navy      DLA       Air Force Army      Navy      Army      Army     
## [70855] Army      Air Force Army      Other DoD Other DoD Navy      Navy     
## [70862] Army      Army      Army      Army      DLA       Army      Navy     
## [70869] Army      Other DoD Navy      Army      Air Force Army      Army     
## [70876] Navy      Army      Army      Navy      DLA       Navy      Air Force
## [70883] Other DoD Other DoD Army      Army      Army      Navy      Other DoD
## [70890] Army      DLA       Navy      Army      Other DoD Navy      Army     
## [70897] Army      Army      Army      DLA       Army      Army      Navy     
## [70904] DLA       Air Force Army      Air Force Army      DLA       Air Force
## [70911] Navy      Navy      DLA       Navy      Army      Army      Army     
## [70918] Air Force Army      Air Force DLA       Navy      Army      Army     
## [70925] Other DoD Other DoD Army      Air Force Air Force Navy      Air Force
## [70932] Air Force Army      Navy      DLA       DLA       Other DoD Navy     
## [70939] Army      Air Force Air Force Other DoD Air Force DLA       DLA      
## [70946] DLA       Army      Army      Air Force Air Force Navy      Other DoD
## [70953] Other DoD DLA       Navy      Other DoD Other DoD Air Force DLA      
## [70960] DLA       Navy      Navy      Navy      Air Force Air Force Army     
## [70967] Air Force Air Force Navy      Other DoD Army      Army      Army     
## [70974] DLA       Navy      Army      Air Force Army      Navy      Navy     
## [70981] Other DoD Air Force Army      Air Force DLA       Army      DLA      
## [70988] DLA       Navy      Army      Navy      Air Force DLA       DLA      
## [70995] Navy      DLA       DLA       DLA       Air Force Army      Army     
## [71002] DLA       Air Force Army      Air Force Navy      DLA       DLA      
## [71009] Army      Army      DLA       Navy      Army      Army      Army     
## [71016] Air Force Other DoD DLA       Army      Navy      Army      Navy     
## [71023] Other DoD Air Force DLA       Air Force Other DoD DLA       Army     
## [71030] Air Force Army      Army      Army      Air Force Navy      Army     
## [71037] Air Force DLA       Army      Air Force Army      Navy      DLA      
## [71044] Army      Army      DLA       Army      Navy      Navy      Army     
## [71051] Air Force Navy      Air Force Army      Navy      Air Force Navy     
## [71058] Army      Navy      DLA       DLA       DLA       Air Force Navy     
## [71065] Navy      Army      Navy      Navy      DLA       Navy      DLA      
## [71072] Air Force Other DoD Army      Army      Navy      Navy      Air Force
## [71079] Army      Other DoD Navy      Air Force Navy      Navy      Other DoD
## [71086] Army      Other DoD Army      DLA       Army      DLA       Navy     
## [71093] Army      DLA       Air Force Navy      Army      Other DoD DLA      
## [71100] DLA       Army      Navy      DLA       Air Force Army      Air Force
## [71107] Navy      Air Force Army      Other DoD DLA       DLA       Air Force
## [71114] DLA       Navy      Navy      Army      Army      DLA       Army     
## [71121] Navy      Army      Other DoD Other DoD Navy      Air Force Army     
## [71128] Navy      DLA       Other DoD Navy      Navy      Army      Navy     
## [71135] Army      Navy      Army      Army      Army      Navy      DLA      
## [71142] Air Force Army      Army      Navy      Air Force Army      Air Force
## [71149] DLA       Army      Army      Army      Navy      DLA       DLA      
## [71156] Navy      Army      Air Force Air Force Army      Other DoD Army     
## [71163] Air Force Air Force Army      Army      Other DoD DLA       Army     
## [71170] Navy      Air Force Air Force DLA       Navy      Army      Army     
## [71177] Army      DLA       Navy      Navy      Army      Air Force Air Force
## [71184] Air Force DLA       Army      Army      Air Force Army      Army     
## [71191] Air Force DLA       DLA       Air Force Navy      Air Force Army     
## [71198] Navy      Navy      Navy      Air Force Navy      Navy      Air Force
## [71205] DLA       Air Force Army      DLA       DLA       Navy      Navy     
## [71212] Army      Air Force Air Force Navy      Army      Army      Navy     
## [71219] Army      Navy      Navy      Army      Other DoD Air Force Navy     
## [71226] Navy      DLA       Navy      Army      Army      Air Force Other DoD
## [71233] Air Force DLA       DLA       Navy      Navy      Navy      Navy     
## [71240] Air Force Navy      Navy      Army      Navy      Army      DLA      
## [71247] DLA       Navy      DLA       DLA       Navy      Navy      Air Force
## [71254] Navy      DLA       Army      DLA       Army      Army      Other DoD
## [71261] Army      DLA       Navy      Navy      Air Force Navy      Navy     
## [71268] Air Force DLA       Army      Navy      Air Force Army      Air Force
## [71275] Other DoD Air Force DLA       Air Force Navy      DLA       Other DoD
## [71282] Air Force Air Force Air Force Air Force Other DoD Navy      Navy     
## [71289] Navy      Navy      Air Force Air Force Army      Air Force Navy     
## [71296] Air Force Navy      DLA       Navy      DLA       Navy      Air Force
## [71303] Navy      Air Force Air Force DLA       Army      Air Force Navy     
## [71310] Army      Other DoD Army      Army      DLA       Army      Air Force
## [71317] Army      Navy      Navy      Navy      Air Force Air Force Navy     
## [71324] Air Force Army      Navy      Army      Army      Army      Navy     
## [71331] Navy      Other DoD Army      DLA       Air Force Navy      Navy     
## [71338] Navy      Other DoD Army      Air Force Air Force Navy      Army     
## [71345] Air Force Navy      Other DoD Army      Army      DLA       Army     
## [71352] Air Force Army      Air Force Navy      Army      Air Force Army     
## [71359] Army      DLA       Navy      Air Force Navy      DLA       Army     
## [71366] Other DoD Other DoD DLA       Air Force Other DoD Army      Navy     
## [71373] DLA       Army      Army      Army      Army      Navy      Other DoD
## [71380] Air Force Army      Navy      DLA       Army      Navy      Army     
## [71387] Navy      Navy      DLA       DLA       Army      Air Force Army     
## [71394] Other DoD Navy      Army      DLA       Army      Army      Navy     
## [71401] Air Force Army      Army      Air Force Air Force Army      Navy     
## [71408] Navy      Navy      Air Force Other DoD Army      Navy      Navy     
## [71415] DLA       Navy      Army      Army      Air Force Other DoD Army     
## [71422] Navy      DLA       Air Force Air Force Air Force Army      Air Force
## [71429] Army      Navy      Army      Navy      Air Force Army      Air Force
## [71436] Navy      Navy      Army      Air Force Air Force Air Force Navy     
## [71443] Navy      Navy      DLA       Navy      Other DoD Air Force Army     
## [71450] Air Force Air Force Air Force Other DoD Army      Air Force Navy     
## [71457] Army      Air Force DLA       Navy      Army      Army      Air Force
## [71464] Navy      DLA       Navy      Navy      Army      Air Force Navy     
## [71471] Army      Army      Army      Air Force Navy      Other DoD Air Force
## [71478] Air Force Other DoD Other DoD DLA       Army      Navy      Navy     
## [71485] Other DoD Other DoD Air Force Other DoD Army      Army      Other DoD
## [71492] Air Force Army      Air Force DLA       Army      Army      Army     
## [71499] Army      Army      Air Force Navy      Army      DLA       Army     
## [71506] Air Force Navy      Army      Army      Navy      Air Force Other DoD
## [71513] Army      Other DoD Army      Navy      Navy      DLA       DLA      
## [71520] Army      Other DoD Navy      Other DoD Navy      Navy      DLA      
## [71527] DLA       Air Force Air Force DLA       Air Force Army      Navy     
## [71534] Navy      DLA       Army      Air Force Navy      Navy      Army     
## [71541] Air Force Air Force Air Force Navy      Army      Army      DLA      
## [71548] DLA       Navy      Navy      Navy      Army      Army      Navy     
## [71555] Navy      DLA       Navy      Army      DLA       DLA       DLA      
## [71562] Army      Army      Navy      Air Force DLA       Navy      Air Force
## [71569] Army      Other DoD Army      Air Force Army      Army      Other DoD
## [71576] Air Force Army      Navy      DLA       Navy      Navy      Air Force
## [71583] Air Force Air Force Army      Navy      Navy      Navy      DLA      
## [71590] Navy      Other DoD Army      Army      Navy      Navy      Air Force
## [71597] Air Force Army      Army      Navy      Army      Navy      Army     
## [71604] Navy      Other DoD DLA       Air Force Army      Army      Army     
## [71611] DLA       Army      Army      Army      Navy      DLA       Navy     
## [71618] Air Force Army      DLA       Other DoD Army      Navy      Army     
## [71625] Navy      Army      Other DoD Navy      Other DoD Air Force Air Force
## [71632] Other DoD DLA       Army      Navy      Army      Army      Navy     
## [71639] Air Force DLA       Navy      Army      DLA       Navy      Navy     
## [71646] Navy      Army      Army      Air Force Other DoD Navy      Other DoD
## [71653] Army      Navy      DLA       Navy      Other DoD Navy      DLA      
## [71660] Army      Army      Navy      Army      Navy      Other DoD DLA      
## [71667] Air Force DLA       Navy      Army      DLA       Navy      Army     
## [71674] Other DoD DLA       Navy      Navy      DLA       Army      Navy     
## [71681] Navy      Army      Army      Navy      Army      Navy      Navy     
## [71688] Navy      Army      Other DoD DLA       Army      DLA       Navy     
## [71695] MDA       Air Force Army      Navy      Air Force Air Force Navy     
## [71702] Army      Navy      Air Force Army      DLA       DLA       Army     
## [71709] Army      Army      Navy      DLA       Army      Army      Army     
## [71716] Army      Navy      Other DoD Army      Navy      Air Force Army     
## [71723] Navy      Navy      DLA       Navy      Air Force Army      Navy     
## [71730] DLA       Army      Air Force Air Force Air Force Other DoD Army     
## [71737] Navy      Navy      Air Force Army      DLA       Army      Navy     
## [71744] Army      Other DoD Navy      Air Force Air Force Other DoD Army     
## [71751] Other DoD Army      Army      Other DoD DLA       Army      Air Force
## [71758] Navy      Other DoD Other DoD Army      Army      Navy      Air Force
## [71765] Air Force Other DoD Navy      Army      Army      Other DoD Navy     
## [71772] Army      Army      Air Force Army      Army      Army      Army     
## [71779] Army      Army      Air Force Army      Air Force Other DoD Army     
## [71786] Army      Army      Navy      Navy      Army      Army      Air Force
## [71793] Navy      Navy      Other DoD Other DoD Army      Army      Army     
## [71800] Army      Air Force Navy      DLA       Navy      Navy      Other DoD
## [71807] Navy      Navy      Other DoD Air Force DLA       Other DoD DLA      
## [71814] Army      Army      Army      Navy      Air Force Other DoD Navy     
## [71821] Army      Army      Army      Army      Navy      Navy      Army     
## [71828] Army      Air Force DLA       Navy      Navy      Air Force Air Force
## [71835] Army      Other DoD Army      Army      Army      Army      Navy     
## [71842] Other DoD DLA       Army      Army      Navy      Navy      Navy     
## [71849] Army      DLA       Army      DLA       Army      Army      Navy     
## [71856] Army      DLA       Navy      Army      Army      Air Force Air Force
## [71863] Navy      DLA       Navy      Army      DLA       Army      Navy     
## [71870] Navy      Army      DLA       MDA       Army      DLA       Army     
## [71877] Air Force Navy      Air Force DLA       Navy      DLA       Air Force
## [71884] Air Force Army      Army      Navy      Army      Air Force Army     
## [71891] Air Force Army      Navy      Navy      Army      DLA       Army     
## [71898] Air Force Other DoD Army      DLA       Navy      Navy      Navy     
## [71905] DLA       Other DoD Navy      Air Force DLA       Navy      Navy     
## [71912] Navy      Army      Army      Air Force Navy      Other DoD Army     
## [71919] Army      DLA       DLA       Navy      DLA       Air Force Navy     
## [71926] Navy      DLA       Air Force Army      Other DoD Navy      Air Force
## [71933] Army      Air Force Army      Army      Army      Army      Navy     
## [71940] Air Force Navy      Air Force Army      Other DoD Navy      Air Force
## [71947] Other DoD Navy      DLA       DLA       Navy      Army      Army     
## [71954] DLA       DLA       Army      Army      Navy      DLA       Army     
## [71961] Other DoD Army      Navy      Air Force Air Force Air Force DLA      
## [71968] DLA       Navy      Army      Navy      Army      Other DoD Air Force
## [71975] Navy      Army      Navy      Army      Other DoD Army      Navy     
## [71982] Army      Air Force Other DoD DLA       MDA       Navy      Army     
## [71989] Air Force Navy      DLA       Navy      Air Force Army      Air Force
## [71996] Army      DLA       Army      Army      Navy      Army      Army     
## [72003] DLA       Air Force Air Force Army      Navy      Army      Army     
## [72010] DLA       Army      Air Force Navy      Navy      Navy      Navy     
## [72017] Army      Other DoD Navy      Navy      Army      Navy      Army     
## [72024] Navy      Army      Navy      Army      Air Force Other DoD Navy     
## [72031] Army      Air Force DLA       Air Force Navy      Navy      Air Force
## [72038] Air Force Army      Army      Other DoD Navy      DLA       Army     
## [72045] Navy      Army      Navy      DLA       DLA       Air Force Army     
## [72052] Navy      DLA       Navy      Air Force Other DoD Navy      Navy     
## [72059] Navy      Army      Navy      Air Force Army      Air Force Air Force
## [72066] Navy      DLA       Army      Army      Army      Other DoD Navy     
## [72073] DLA       Navy      Army      Army      Army      DLA       DLA      
## [72080] Other DoD Army      Army      Navy      Army      Air Force Navy     
## [72087] Air Force Navy      Navy      DLA       Navy      Navy      Air Force
## [72094] Navy      Navy      Army      Army      Army      Air Force Navy     
## [72101] Army      Army      Navy      Air Force DLA       Army      Air Force
## [72108] Navy      Navy      Other DoD Air Force Army      Navy      DLA      
## [72115] Navy      DLA       DLA       Army      Army      Army      Army     
## [72122] Navy      Navy      DLA       Navy      Army      Navy      DLA      
## [72129] Army      Army      Air Force DLA       Other DoD Navy      Air Force
## [72136] Army      Navy      Navy      Navy      Army      DLA       Navy     
## [72143] Navy      Air Force Army      Army      Army      DLA       DLA      
## [72150] Army      Air Force DLA       DLA       Air Force Navy      DLA      
## [72157] DLA       Navy      Navy      DLA       Army      DLA       Other DoD
## [72164] Other DoD Navy      Navy      Army      Army      Navy      Air Force
## [72171] DLA       Other DoD Army      Army      Other DoD Air Force Army     
## [72178] Air Force Air Force Army      DLA       Air Force Air Force Other DoD
## [72185] Army      Navy      Navy      Other DoD Air Force Army      Navy     
## [72192] Navy      Army      Army      Navy      Other DoD Army      Navy     
## [72199] Navy      Navy      Other DoD Navy      Air Force Navy      DLA      
## [72206] Army      Other DoD Air Force Other DoD Army      Army      Army     
## [72213] Army      Navy      Army      Navy      Army      Other DoD Army     
## [72220] Other DoD Navy      DLA       Army      DLA       Army      Army     
## [72227] Army      Army      Navy      Army      Air Force Navy      Other DoD
## [72234] Army      Army      Other DoD DLA       DLA       Army      Army     
## [72241] Army      DLA       Navy      Air Force Army      Air Force Navy     
## [72248] Other DoD DLA       Army      Army      DLA       Other DoD Navy     
## [72255] Navy      Army      Navy      Army      Air Force Army      Navy     
## [72262] Army      Air Force Other DoD Navy      Air Force Air Force Army     
## [72269] Air Force Army      Navy      Army      Air Force DLA       Other DoD
## [72276] Air Force Navy      Army      DLA       Air Force Other DoD Army     
## [72283] Air Force Air Force Navy      Navy      Army      Army      Army     
## [72290] Air Force Other DoD Navy      Army      Navy      Army      Navy     
## [72297] Navy      Navy      Army      DLA       Air Force Air Force Navy     
## [72304] DLA       Navy      Army      Air Force Navy      DLA       Army     
## [72311] DLA       Other DoD DLA       Army      Navy      Army      Air Force
## [72318] Army      Navy      Navy      DLA       DLA       Navy      Army     
## [72325] Navy      Army      Army      Army      Air Force Army      Other DoD
## [72332] Navy      Other DoD Other DoD Navy      Other DoD Air Force Navy     
## [72339] Navy      DLA       Air Force Other DoD Navy      Army      Navy     
## [72346] Army      Other DoD Navy      Navy      Navy      DLA       Army     
## [72353] Air Force Other DoD Army      DLA       Navy      Army      Army     
## [72360] DLA       Air Force Navy      Navy      Navy      Army      Army     
## [72367] Army      Other DoD Army      Army      DLA       Air Force Army     
## [72374] DLA       Army      Navy      Navy      DLA       Army      Navy     
## [72381] Army      Army      Army      Army      Army      Army      Air Force
## [72388] Other DoD Navy      Navy      Navy      Air Force Army      Navy     
## [72395] Air Force Navy      Navy      Army      Navy      Army      Navy     
## [72402] Navy      Air Force Air Force Other DoD Navy      DLA       Army     
## [72409] Air Force Army      Army      Navy      Army      Other DoD Air Force
## [72416] Navy      Navy      Army      Navy      Army      Navy      Army     
## [72423] Army      Air Force DLA       Other DoD Air Force Army      Navy     
## [72430] Navy      Army      Army      Army      Other DoD Army      Army     
## [72437] DLA       Air Force Navy      Army      DLA       Navy      Navy     
## [72444] DLA       DLA       Army      DLA       Navy      DLA       Navy     
## [72451] Army      Navy      Air Force DLA       Army      DLA       Army     
## [72458] Navy      Army      Navy      Army      Army      Other DoD Navy     
## [72465] Navy      Navy      DLA       DLA       Navy      Navy      Army     
## [72472] Army      Navy      Army      Other DoD Air Force Other DoD Army     
## [72479] Navy      Army      Other DoD Navy      Navy      Other DoD Air Force
## [72486] Navy      DLA       Air Force Army      Navy      Other DoD Air Force
## [72493] Navy      Navy      Other DoD Other DoD DLA       DLA       Air Force
## [72500] DLA       Army      Air Force Navy      DLA       Air Force Other DoD
## [72507] Army      Navy      Other DoD DLA       Navy      Army      Navy     
## [72514] Air Force Navy      DLA       Navy      Other DoD Navy      Other DoD
## [72521] Other DoD Army      Army      Air Force Navy      Navy      Army     
## [72528] Army      Navy      Navy      Navy      Air Force Air Force DLA      
## [72535] Navy      Army      Navy      Army      Other DoD Army      Other DoD
## [72542] Army      Air Force Other DoD Air Force Army      DLA       Army     
## [72549] Air Force Air Force DLA       Army      Army      Army      Army     
## [72556] DLA       DLA       Air Force Navy      Air Force Navy      Army     
## [72563] Navy      Navy      Army      DLA       MDA       Navy      Air Force
## [72570] Navy      Air Force Air Force DLA       Navy      Navy      Air Force
## [72577] Other DoD DLA       Army      DLA       Navy      Navy      MDA      
## [72584] Other DoD DLA       Army      DLA       Army      Army      Navy     
## [72591] Air Force Other DoD Air Force Army      DLA       Army      Navy     
## [72598] Air Force Air Force Air Force Air Force Air Force Army      Air Force
## [72605] Army      Army      Navy      DLA       DLA       Army      Army     
## [72612] Air Force Navy      DLA       Navy      Navy      DLA       Other DoD
## [72619] DLA       Army      Air Force Army      Navy      Navy      DLA      
## [72626] Air Force Army      DLA       Navy      Navy      DLA       DLA      
## [72633] Air Force Other DoD DLA       Navy      Navy      Other DoD DLA      
## [72640] Other DoD DLA       DLA       Other DoD Army      Army      Army     
## [72647] Army      Navy      Army      Army      Air Force DLA       Army     
## [72654] Navy      Other DoD Army      Navy      Army      Other DoD DLA      
## [72661] DLA       Army      Navy      Army      Army      Air Force Army     
## [72668] Navy      Army      Army      Air Force Army      Navy      Navy     
## [72675] DLA       MDA       Army      Navy      DLA       Air Force Air Force
## [72682] Air Force Army      Other DoD Navy      Navy      DLA       DLA      
## [72689] Air Force Navy      Air Force Army      Navy      Navy      Air Force
## [72696] Navy      Air Force Navy      Navy      Army      Air Force Air Force
## [72703] DLA       Air Force Air Force DLA       Navy      Other DoD Army     
## [72710] Army      Air Force Army      Other DoD Army      Army      Army     
## [72717] DLA       Navy      Army      Air Force Air Force Navy      Army     
## [72724] Army      DLA       Army      DLA       Navy      Army      DLA      
## [72731] DLA       Army      Army      Navy      Navy      DLA       Other DoD
## [72738] Army      Army      Army      DLA       Air Force Army      Air Force
## [72745] Other DoD Air Force Other DoD Army      DLA       Navy      Navy     
## [72752] DLA       Army      DLA       DLA       Navy      Navy      Navy     
## [72759] Army      Navy      Army      Army      DLA       Air Force Navy     
## [72766] Navy      Navy      Navy      Air Force Army      Navy      Air Force
## [72773] Army      Navy      Air Force Navy      DLA       Navy      Army     
## [72780] Air Force DLA       DLA       Army      Army      Army      Army     
## [72787] Army      DLA       Army      Navy      Navy      Air Force Air Force
## [72794] Navy      Army      Other DoD Navy      Navy      Army      Navy     
## [72801] Navy      Army      Air Force Navy      Army      Army      Navy     
## [72808] DLA       DLA       Army      Navy      Navy      Army      Army     
## [72815] Air Force Other DoD Air Force Navy      Army      Navy      Army     
## [72822] Army      DLA       DLA       Army      Army      Navy      Army     
## [72829] Navy      DLA       DLA       Army      Army      Army      Other DoD
## [72836] DLA       Air Force DLA       Army      Other DoD Navy      Other DoD
## [72843] Other DoD DLA       Army      Army      DLA       Navy      Navy     
## [72850] Army      DLA       Navy      Navy      Army      Other DoD DLA      
## [72857] Army      Army      Army      Air Force Army      DLA       Army     
## [72864] DLA       Air Force Air Force Air Force DLA       DLA       Army     
## [72871] Other DoD Navy      Army      DLA       Navy      Army      Air Force
## [72878] Army      Air Force Air Force Army      DLA       Army      Air Force
## [72885] Air Force Army      Army      DLA       DLA       DLA       Other DoD
## [72892] Army      Army      Army      DLA       Army      Other DoD DLA      
## [72899] Army      DLA       Navy      Air Force Navy      DLA       Navy     
## [72906] Air Force Army      Army      Air Force Army      Navy      Army     
## [72913] DLA       Army      Army      Navy      Army      Navy      Army     
## [72920] DLA       Navy      Air Force Army      Air Force Air Force Air Force
## [72927] Air Force Air Force Navy      Navy      Air Force Navy      Army     
## [72934] Navy      Army      Army      Army      Air Force Other DoD Navy     
## [72941] Other DoD Army      Other DoD DLA       Army      Army      Navy     
## [72948] Army      Navy      DLA       Army      DLA       Army      Air Force
## [72955] Navy      Navy      Navy      Army      Army      Army      Army     
## [72962] Air Force Army      Army      Army      Navy      Navy      Army     
## [72969] Air Force DLA       Navy      Navy      Navy      Air Force Navy     
## [72976] Navy      Navy      Army      Air Force DLA       Navy      DLA      
## [72983] Navy      Army      Army      Air Force Air Force Other DoD Other DoD
## [72990] Navy      Army      Navy      Navy      Navy      Army      Army     
## [72997] Navy      Navy      DLA       Army      Army      Navy      Army     
## [73004] Navy      Other DoD Other DoD Navy      Navy      Other DoD Air Force
## [73011] Navy      Navy      Air Force DLA       Navy      Army      DLA      
## [73018] Other DoD Navy      DLA       Navy      Air Force Navy      Army     
## [73025] Navy      Other DoD DLA       Army      Navy      Navy      Army     
## [73032] Other DoD Navy      Navy      Air Force Navy      Army      Army     
## [73039] Navy      Army      Army      Navy      Army      Army      DLA      
## [73046] Army      DLA       DLA       Army      Air Force Air Force Navy     
## [73053] Army      Army      Army      DLA       Army      DLA       Army     
## [73060] Other DoD Navy      Air Force Other DoD Air Force Army      Army     
## [73067] Other DoD Navy      Navy      DLA       Other DoD Army      Air Force
## [73074] DLA       DLA       Army      Navy      DLA       Army      Army     
## [73081] Navy      Army      Navy      Army      DLA       Navy      Air Force
## [73088] Army      Army      Army      DLA       Navy      DLA       Air Force
## [73095] DLA       Other DoD Air Force Air Force Navy      Army      Air Force
## [73102] Other DoD Army      Army      Navy      Air Force DLA       MDA      
## [73109] Air Force Army      Navy      Army      Army      Army      Navy     
## [73116] Navy      Navy      Army      Air Force Army      Navy      Navy     
## [73123] Army      Navy      Air Force Navy      Navy      Army      Other DoD
## [73130] Other DoD Navy      Other DoD Army      Air Force Navy      Navy     
## [73137] Navy      Navy      Army      Army      Army      Navy      Army     
## [73144] Army      Army      Army      Navy      Navy      Air Force Air Force
## [73151] Navy      Air Force Other DoD Army      Army      Navy      Air Force
## [73158] DLA       DLA       Navy      Navy      Navy      Navy      Other DoD
## [73165] Navy      Air Force Army      Navy      Army      Navy      Other DoD
## [73172] Air Force Army      Navy      Navy      Air Force DLA       MDA      
## [73179] Army      Army      Air Force DLA       Army      Navy      Air Force
## [73186] DLA       Air Force Army      Army      DLA       Army      DLA      
## [73193] Navy      Air Force Navy      Navy      DLA       Navy      Navy     
## [73200] DLA       Army      DLA       Other DoD Navy      Air Force Army     
## [73207] Air Force Army      DLA       Navy      Army      Navy      Air Force
## [73214] Other DoD Navy      Navy      Army      Army      Navy      Air Force
## [73221] Other DoD Air Force Navy      Navy      Air Force Navy      Navy     
## [73228] Army      Army      Navy      Other DoD DLA       Navy      Air Force
## [73235] DLA       Other DoD Army      Navy      Navy      DLA       Army     
## [73242] Other DoD Air Force Navy      Navy      Navy      Army      Navy     
## [73249] Army      Navy      Army      DLA       Navy      DLA       DLA      
## [73256] Navy      Army      Other DoD Army      Other DoD Navy      Navy     
## [73263] DLA       DLA       Navy      Air Force DLA       Army      Navy     
## [73270] Navy      Army      Air Force Navy      Air Force Navy      Air Force
## [73277] Navy      Navy      DLA       Air Force Army      Army      Army     
## [73284] Army      Navy      Army      Air Force Army      Air Force Navy     
## [73291] Navy      Navy      Air Force DLA       Army      Navy      Navy     
## [73298] DLA       Army      Navy      Other DoD Navy      Army      Army     
## [73305] Navy      Army      Air Force Army      Army      Air Force Army     
## [73312] Air Force Army      Navy      Army      Army      Army      Navy     
## [73319] Army      Navy      Navy      DLA       Army      Army      Navy     
## [73326] Air Force Army      Other DoD Navy      DLA       Other DoD Air Force
## [73333] Navy      Army      Air Force Other DoD Navy      Navy      Other DoD
## [73340] Army      Air Force DLA       Air Force Navy      Navy      Navy     
## [73347] Air Force Air Force Air Force DLA       Navy      Navy      Air Force
## [73354] Navy      Other DoD Navy      Army      Army      Navy      MDA      
## [73361] Navy      Army      DLA       Army      Air Force Army      Army     
## [73368] Army      Army      Army      Air Force Navy      Other DoD Army     
## [73375] Air Force Navy      DLA       Air Force Air Force Air Force Other DoD
## [73382] Army      Navy      Navy      Navy      Air Force Army      Navy     
## [73389] DLA       Navy      Army      Other DoD Air Force Navy      Air Force
## [73396] Navy      Air Force Navy      Other DoD Army      Navy      Navy     
## [73403] Other DoD Army      Air Force Army      Navy      Air Force DLA      
## [73410] Army      DLA       Army      DLA       DLA       Navy      Army     
## [73417] Air Force Air Force Army      Navy      Army      Navy      MDA      
## [73424] Army      DLA       Air Force Army      Air Force Other DoD Army     
## [73431] Army      Other DoD Navy      Air Force DLA       Air Force Army     
## [73438] Army      Other DoD Navy      Army      DLA       Army      Army     
## [73445] Air Force DLA       DLA       Navy      DLA       Army      Navy     
## [73452] Army      Other DoD DLA       DLA       Navy      Navy      DLA      
## [73459] Other DoD Air Force Air Force Army      Army      DLA       Army     
## [73466] Other DoD Navy      Army      Navy      Army      Army      DLA      
## [73473] DLA       Air Force Air Force Navy      Army      Navy      DLA      
## [73480] Army      Navy      Army      Army      Air Force Navy      Air Force
## [73487] Army      Other DoD Navy      Air Force Army      Army      Air Force
## [73494] Navy      DLA       DLA       Navy      Navy      Air Force DLA      
## [73501] Army      Army      Army      Other DoD DLA       Army      Other DoD
## [73508] DLA       DLA       Navy      Navy      Air Force Army      Army     
## [73515] Navy      Army      DLA       DLA       DLA       Army      Army     
## [73522] Navy      Army      Air Force Army      Air Force Army      Navy     
## [73529] Navy      Army      DLA       Air Force Air Force Army      Air Force
## [73536] DLA       Army      Army      Army      Other DoD Army      Navy     
## [73543] Navy      Air Force Army      Air Force Other DoD Air Force Army     
## [73550] Army      Other DoD Navy      Army      Other DoD Other DoD DLA      
## [73557] Army      Other DoD DLA       Navy      Navy      Navy      Army     
## [73564] DLA       Other DoD Air Force Air Force DLA       Navy      DLA      
## [73571] Air Force Air Force DLA       DLA       DLA       Air Force Air Force
## [73578] Army      Air Force DLA       Navy      Army      Navy      Army     
## [73585] DLA       Army      Navy      Air Force Navy      Army      DLA      
## [73592] Army      Other DoD Navy      Navy      Navy      Air Force Air Force
## [73599] Navy      Army      DLA       Air Force Air Force Navy      Other DoD
## [73606] Navy      Army      Air Force Air Force Other DoD Navy      Navy     
## [73613] Army      Navy      Army      DLA       Navy      Army      Navy     
## [73620] Army      Air Force Air Force Navy      Navy      Army      Army     
## [73627] Air Force Navy      Army      Other DoD Navy      Army      Army     
## [73634] Other DoD Air Force DLA       DLA       DLA       Army      Air Force
## [73641] Navy      Navy      Army      Navy      Air Force DLA       DLA      
## [73648] Army      Army      Army      Other DoD Other DoD Army      Army     
## [73655] DLA       Army      Navy      Air Force Air Force Navy      DLA      
## [73662] Army      Navy      Army      Air Force Navy      Air Force Navy     
## [73669] Army      Army      Army      Army      Navy      Air Force Navy     
## [73676] Air Force Army      Army      Army      Army      Air Force Navy     
## [73683] Navy      Army      Army      Air Force Navy      Army      Army     
## [73690] DLA       Other DoD DLA       Navy      Navy      Army      Navy     
## [73697] Navy      Army      Navy      Army      Army      Army      Air Force
## [73704] Air Force MDA       Navy      Army      Air Force Air Force DLA      
## [73711] Army      Other DoD Army      Army      Army      Navy      Army     
## [73718] Air Force Army      Air Force Navy      Air Force Air Force Air Force
## [73725] Navy      Army      Army      MDA       Army      DLA       DLA      
## [73732] Army      Navy      DLA       DLA       Air Force Army      DLA      
## [73739] Army      Air Force Army      Navy      Navy      Army      Navy     
## [73746] Army      Navy      Air Force Army      Other DoD Army      Army     
## [73753] Air Force Air Force DLA       Navy      Navy      Navy      Navy     
## [73760] Navy      Other DoD Army      Air Force Navy      Air Force DLA      
## [73767] DLA       Air Force Army      Army      Navy      Army      Air Force
## [73774] Navy      Air Force DLA       DLA       Air Force Navy      Navy     
## [73781] Air Force Army      Navy      Air Force Army      Army      DLA      
## [73788] Navy      Other DoD Air Force DLA       DLA       Navy      Army     
## [73795] Army      Navy      Army      Air Force Other DoD Navy      Army     
## [73802] Navy      Air Force Air Force Navy      DLA       Army      Other DoD
## [73809] Army      Air Force Navy      Army      Army      Navy      Other DoD
## [73816] DLA       Army      Navy      Navy      Air Force Army      Air Force
## [73823] DLA       DLA       Air Force DLA       Navy      DLA       Army     
## [73830] Navy      Navy      Navy      Air Force Navy      Army      Other DoD
## [73837] DLA       Army      Air Force Navy      Navy      DLA       Navy     
## [73844] Army      Navy      Army      Army      Army      Air Force Army     
## [73851] Navy      Army      Navy      Army      Navy      Air Force Navy     
## [73858] Air Force Army      Army      Other DoD Army      Army      Army     
## [73865] Air Force Army      Navy      Air Force Army      Army      Air Force
## [73872] DLA       DLA       Army      Navy      Other DoD DLA       Army     
## [73879] Navy      Other DoD Air Force Navy      Air Force DLA       Air Force
## [73886] Army      Army      Other DoD Navy      Army      Navy      Other DoD
## [73893] Army      Air Force Navy      Army      Other DoD DLA       Army     
## [73900] Air Force DLA       Navy      Navy      Navy      Army      Navy     
## [73907] Navy      Air Force Other DoD DLA       Navy      Other DoD DLA      
## [73914] Navy      Navy      Air Force Navy      Army      Navy      Air Force
## [73921] Navy      Other DoD Army      Air Force Army      Other DoD Navy     
## [73928] Army      Air Force Navy      Air Force Army      Air Force Air Force
## [73935] Army      Other DoD Other DoD Navy      Navy      Army      DLA      
## [73942] Air Force Navy      Navy      Other DoD Navy      Army      Air Force
## [73949] Army      Army      Air Force Army      Navy      Other DoD Air Force
## [73956] DLA       Army      DLA       Navy      Army      Army      Air Force
## [73963] Navy      DLA       Air Force Air Force Army      Army      Navy     
## [73970] Army      Navy      Navy      Other DoD Air Force Army      Navy     
## [73977] Army      Navy      DLA       DLA       DLA       Army      Air Force
## [73984] Other DoD Army      Army      DLA       Other DoD Army      Air Force
## [73991] Navy      Army      Navy      Army      Army      Army      DLA      
## [73998] Army      Army      Navy      Other DoD Navy      Navy      Navy     
## [74005] Army      DLA       Navy      Navy      DLA       DLA       DLA      
## [74012] Army      Army      Army      Army      Navy      Air Force Air Force
## [74019] Army      Air Force Air Force Air Force Air Force Air Force Air Force
## [74026] Army      Air Force Army      DLA       DLA       Air Force DLA      
## [74033] DLA       Army      Army      Navy      DLA       Navy      Army     
## [74040] Air Force Air Force Army      DLA       Army      Navy      Army     
## [74047] DLA       Navy      Navy      Other DoD Army      Army      Air Force
## [74054] DLA       DLA       Air Force Air Force DLA       Navy      Navy     
## [74061] Air Force DLA       Navy      Navy      Air Force Other DoD Army     
## [74068] Army      Navy      DLA       Air Force Air Force Air Force Air Force
## [74075] Air Force DLA       Army      Army      Army      Navy      Navy     
## [74082] Army      Other DoD Air Force Army      Army      Navy      Air Force
## [74089] Air Force DLA       DLA       Navy      Army      Air Force Navy     
## [74096] Army      Navy      Air Force Army      Navy      Air Force Air Force
## [74103] DLA       Navy      DLA       Army      Navy      Other DoD Other DoD
## [74110] Navy      Navy      Navy      Navy      Navy      Army      Army     
## [74117] Air Force Navy      Other DoD DLA       Navy      Other DoD Army     
## [74124] Navy      Air Force Navy      Navy      DLA       Army      Army     
## [74131] Navy      Army      Army      Other DoD Army      Air Force Navy     
## [74138] Navy      Navy      Navy      Air Force Army      Navy      Air Force
## [74145] Navy      Army      DLA       Army      Navy      Army      Other DoD
## [74152] Other DoD Navy      Other DoD DLA       Air Force Air Force Army     
## [74159] Army      Air Force Navy      Air Force Navy      DLA       Army     
## [74166] Air Force Navy      Navy      Air Force Air Force Other DoD DLA      
## [74173] Army      Air Force Navy      Navy      DLA       DLA       Navy     
## [74180] Air Force Army      Army      Navy      Army      Navy      Navy     
## [74187] Air Force DLA       Army      Air Force DLA       Navy      Army     
## [74194] DLA       Navy      Army      Navy      Air Force Army      Army     
## [74201] Air Force DLA       Navy      Air Force Air Force Navy      Navy     
## [74208] Navy      DLA       Air Force Army      Navy      Navy      Navy     
## [74215] Other DoD DLA       Navy      Air Force Air Force Army      Army     
## [74222] Army      Navy      DLA       Navy      Air Force Army      Army     
## [74229] Army      DLA       Navy      Army      Other DoD Army      Other DoD
## [74236] Army      Navy      Other DoD Navy      Air Force Navy      DLA      
## [74243] Air Force Army      Air Force Army      Navy      DLA       Other DoD
## [74250] Air Force Army      DLA       Other DoD DLA       Air Force Navy     
## [74257] Other DoD Navy      Navy      Navy      DLA       Army      Army     
## [74264] DLA       DLA       Air Force Air Force Air Force Army      Navy     
## [74271] Navy      Navy      Air Force Navy      Other DoD Navy      Air Force
## [74278] Other DoD Other DoD Other DoD Other DoD Army      Army      Air Force
## [74285] Air Force Navy      Navy      Other DoD Army      Air Force Air Force
## [74292] Army      Navy      Navy      Air Force Navy      Air Force Navy     
## [74299] Navy      Air Force Air Force Army      DLA       DLA       DLA      
## [74306] Other DoD Other DoD Army      Army      Navy      Navy      Army     
## [74313] Other DoD Navy      Army      Army      Army      Navy      Air Force
## [74320] Other DoD Army      Navy      Air Force Army      DLA       Navy     
## [74327] Other DoD Navy      DLA       Air Force Navy      Army      Other DoD
## [74334] DLA       Navy      Army      Navy      Navy      Navy      Navy     
## [74341] Army      Army      Army      Army      Army      Navy      Army     
## [74348] Navy      DLA       DLA       DLA       DLA       DLA       DLA      
## [74355] Navy      Army      Navy      DLA       Army      DLA       Other DoD
## [74362] Air Force Navy      Navy      Air Force Air Force Other DoD Army     
## [74369] Air Force Other DoD Army      Navy      Navy      MDA       Other DoD
## [74376] Army      DLA       Army      Air Force Army      Navy      Navy     
## [74383] Navy      Other DoD Army      DLA       Other DoD DLA       Navy     
## [74390] Army      Navy      Air Force Army      Army      Army      Army     
## [74397] Air Force Army      Air Force Navy      Army      Army      Navy     
## [74404] DLA       Air Force DLA       Navy      Army      Air Force Navy     
## [74411] Army      Air Force Army      Navy      Air Force Other DoD DLA      
## [74418] Other DoD DLA       Army      Air Force Navy      Army      DLA      
## [74425] DLA       DLA       Other DoD Navy      Other DoD Other DoD Army     
## [74432] Air Force Army      Army      Air Force DLA       Air Force Air Force
## [74439] Army      DLA       Air Force Navy      Army      Army      DLA      
## [74446] Army      Army      Navy      Other DoD Navy      Navy      Army     
## [74453] Other DoD Navy      Navy      Other DoD Army      DLA       Army     
## [74460] Army      Navy      Air Force Navy      DLA       Other DoD Air Force
## [74467] DLA       Air Force DLA       Army      Army      Army      Air Force
## [74474] Army      DLA       Army      Army      Air Force Army      DLA      
## [74481] Navy      Army      Army      Army      DLA       Navy      Air Force
## [74488] Navy      Navy      Army      Army      Air Force Air Force DLA      
## [74495] Army      Army      Navy      DLA       Air Force Air Force Other DoD
## [74502] DLA       Navy      DLA       Army      Army      Navy      Navy     
## [74509] Air Force Army      Air Force Navy      Air Force Army      Navy     
## [74516] Navy      Army      Navy      DLA       DLA       Air Force DLA      
## [74523] Navy      Navy      Other DoD Air Force Army      DLA       Other DoD
## [74530] Navy      Army      Other DoD Army      DLA       Army      Air Force
## [74537] Navy      Air Force Navy      Navy      DLA       Air Force Air Force
## [74544] Navy      Air Force Army      Air Force Navy      Air Force Navy     
## [74551] Army      Army      DLA       Army      Other DoD Air Force Navy     
## [74558] Other DoD DLA       Air Force DLA       Navy      Army      Army     
## [74565] DLA       Army      Navy      Air Force Army      Army      DLA      
## [74572] Navy      Navy      Army      Army      Army      Navy      Army     
## [74579] Navy      Navy      Navy      Navy      Army      DLA       Army     
## [74586] Army      Army      Navy      Army      Air Force Navy      Army     
## [74593] DLA       DLA       Army      Army      Other DoD Army      Army     
## [74600] Navy      Army      Army      Navy      Army      Navy      Navy     
## [74607] DLA       Navy      Army      Army      Army      Navy      Army     
## [74614] Other DoD Air Force Navy      Army      DLA       DLA       Army     
## [74621] Army      Navy      Air Force Navy      Navy      Army      Air Force
## [74628] Army      Army      Navy      DLA       Army      Army      DLA      
## [74635] Air Force DLA       Air Force Navy      Army      Other DoD Navy     
## [74642] DLA       Navy      Army      Navy      DLA       DLA       Navy     
## [74649] Army      Navy      Navy      DLA       Other DoD Air Force DLA      
## [74656] Other DoD Navy      Other DoD Army      Air Force Army      Army     
## [74663] Navy      Navy      Navy      Navy      DLA       Army      Army     
## [74670] Navy      Other DoD Navy      DLA       Army      Navy      Army     
## [74677] Air Force Air Force Navy      Army      Army      Army      Navy     
## [74684] Air Force Navy      Navy      Navy      Army      Air Force Air Force
## [74691] Other DoD Air Force Navy      DLA       Army      Army      Air Force
## [74698] Army      Air Force Navy      Army      DLA       Air Force Navy     
## [74705] DLA       Navy      DLA       Army      Other DoD DLA       Army     
## [74712] Air Force Army      Navy      Army      DLA       Army      Other DoD
## [74719] Navy      Army      Air Force Army      Navy      Navy      Army     
## [74726] Navy      DLA       Air Force Army      Air Force Air Force Navy     
## [74733] Air Force Army      Navy      Navy      Army      Army      Other DoD
## [74740] Navy      Navy      Navy      Air Force DLA       Army      Navy     
## [74747] DLA       Air Force Army      Navy      Army      Air Force Navy     
## [74754] Navy      Air Force DLA       Army      Navy      Navy      Army     
## [74761] Navy      Navy      Navy      Army      Navy      Navy      DLA      
## [74768] Air Force Army      DLA       Navy      DLA       Navy      Navy     
## [74775] Air Force Army      DLA       Air Force Other DoD Army      Army     
## [74782] Navy      Army      Other DoD Air Force Navy      Air Force Army     
## [74789] Army      Air Force Army      Army      Other DoD Army      Other DoD
## [74796] Air Force Army      Air Force Navy      Navy      Army      Navy     
## [74803] Army      Navy      Navy      Air Force Navy      Navy      Navy     
## [74810] Air Force Army      Air Force Navy      Army      DLA       Air Force
## [74817] DLA       Army      Other DoD DLA       Army      Air Force DLA      
## [74824] Other DoD Air Force Navy      Navy      DLA       DLA       DLA      
## [74831] Air Force MDA       Navy      Navy      Navy      Navy      Air Force
## [74838] Navy      Army      DLA       Navy      Other DoD Army      Other DoD
## [74845] Air Force Air Force Army      DLA       Other DoD Army      Army     
## [74852] Navy      Navy      DLA       Army      Army      Army      Navy     
## [74859] Army      Army      DLA       Air Force Air Force Other DoD Navy     
## [74866] Navy      DLA       Navy      Army      Army      Air Force Navy     
## [74873] Army      Air Force Air Force Navy      Air Force Navy      DLA      
## [74880] DLA       Army      DLA       Army      Army      Navy      Army     
## [74887] Army      Air Force DLA       Army      DLA       Air Force Air Force
## [74894] Other DoD Other DoD Army      Army      Air Force Air Force Navy     
## [74901] Navy      Navy      Navy      Navy      Navy      Army      Army     
## [74908] Army      Air Force DLA       Army      Navy      Army      Army     
## [74915] Air Force Other DoD MDA       Army      Air Force Air Force Navy     
## [74922] DLA       Navy      Army      Other DoD Army      Navy      Air Force
## [74929] Army      Army      Other DoD DLA       Army      Navy      Air Force
## [74936] Navy      Other DoD Air Force Army      Army      Navy      Air Force
## [74943] Army      Army      Navy      Other DoD Army      Army      Army     
## [74950] Army      Navy      Navy      Army      Army      DLA       Air Force
## [74957] Army      DLA       Other DoD Army      Other DoD DLA       Navy     
## [74964] DLA       Army      Air Force Other DoD Navy      Navy      DLA      
## [74971] Army      Army      Other DoD Army      Air Force Army      Other DoD
## [74978] Navy      DLA       Army      Army      DLA       Army      Army     
## [74985] Army      Army      Navy      Air Force Other DoD Navy      Army     
## [74992] Navy      Other DoD Navy      Army      Other DoD Navy      Navy     
## [74999] Air Force Other DoD DLA       Air Force Other DoD Air Force DLA      
## [75006] Navy      Navy      Navy      Air Force Other DoD DLA       DLA      
## [75013] Air Force Army      Navy      Other DoD Navy      DLA       Air Force
## [75020] Other DoD Navy      Air Force DLA       DLA       Army      Army     
## [75027] Army      Army      Navy      Army      Army      DLA       Navy     
## [75034] Navy      Navy      Navy      Air Force Air Force Air Force Army     
## [75041] Air Force Navy      Air Force Army      Other DoD DLA       Navy     
## [75048] Army      DLA       Army      Other DoD DLA       DLA       DLA      
## [75055] Air Force DLA       Army      DLA       Navy      DLA       DLA      
## [75062] Air Force Air Force DLA       Other DoD DLA       Air Force Navy     
## [75069] Navy      Army      Army      DLA       Army      Army      DLA      
## [75076] Army      DLA       Army      Navy      Navy      Army      Army     
## [75083] DLA       Army      Air Force Other DoD Air Force Navy      Air Force
## [75090] Army      Navy      Army      Air Force Army      DLA       Navy     
## [75097] Other DoD Army      Navy      Air Force Air Force Navy      Air Force
## [75104] Army      Other DoD DLA       Army      Other DoD Army      Navy     
## [75111] Navy      Navy      Navy      Army      Army      Army      Navy     
## [75118] Navy      DLA       DLA       Other DoD Navy      Other DoD Other DoD
## [75125] DLA       Navy      Air Force Army      Air Force Navy      Navy     
## [75132] Navy      Navy      DLA       DLA       Navy      DLA       Army     
## [75139] Army      Army      Navy      Air Force Navy      Army      Air Force
## [75146] Other DoD Army      Navy      DLA       Air Force Army      Navy     
## [75153] DLA       Army      Navy      Air Force Other DoD Navy      Army     
## [75160] Navy      Army      Army      Air Force Other DoD Army      Army     
## [75167] Other DoD Army      Navy      Army      Army      Army      Army     
## [75174] Army      Navy      Air Force Navy      Army      Other DoD Navy     
## [75181] Army      Other DoD Other DoD Air Force DLA       Navy      Army     
## [75188] Navy      Air Force Air Force Air Force Navy      Army      MDA      
## [75195] Navy      Navy      Army      Navy      Army      Other DoD Other DoD
## [75202] Navy      Navy      Army      Army      DLA       Air Force Army     
## [75209] Other DoD Army      DLA       DLA       DLA       Army      Army     
## [75216] Air Force Air Force Army      Navy      Air Force Navy      Navy     
## [75223] Other DoD Army      Army      Army      Army      Army      Air Force
## [75230] Air Force Other DoD DLA       DLA       Air Force DLA       DLA      
## [75237] Air Force Air Force Army      Army      Air Force DLA       Air Force
## [75244] Navy      Air Force Navy      Air Force Army      Army      Army     
## [75251] Navy      Navy      Other DoD Navy      Navy      Navy      Army     
## [75258] Army      Army      Army      Air Force Navy      Army      Air Force
## [75265] Navy      Army      Navy      Air Force Navy      Army      Army     
## [75272] Navy      Army      Navy      Navy      Army      Army      Army     
## [75279] DLA       DLA       Air Force Air Force Army      Other DoD Army     
## [75286] DLA       Army      Navy      Navy      Army      Army      Air Force
## [75293] Army      Air Force Other DoD DLA       Other DoD Navy      Army     
## [75300] Other DoD Air Force Air Force DLA       Navy      Army      Navy     
## [75307] Other DoD Army      Navy      Navy      Navy      Army      Air Force
## [75314] Air Force DLA       Army      Other DoD Other DoD Army      Army     
## [75321] Other DoD Navy      Army      Army      Air Force Army      Army     
## [75328] Navy      Air Force Air Force Air Force DLA       Army      Air Force
## [75335] Army      Army      Army      Navy      Air Force Other DoD Army     
## [75342] Army      Navy      MDA       Navy      Army      Navy      Navy     
## [75349] Other DoD Army      Navy      DLA       Army      Other DoD Navy     
## [75356] Army      Army      Navy      Air Force Army      DLA       Army     
## [75363] DLA       Navy      Army      Army      Army      Army      Navy     
## [75370] Air Force Navy      Army      Navy      Army      Navy      Navy     
## [75377] Air Force Air Force DLA       Army      Army      Air Force MDA      
## [75384] Navy      Navy      Other DoD Navy      Navy      Navy      Air Force
## [75391] Army      Other DoD Navy      Navy      Army      Air Force Navy     
## [75398] Air Force Army      Navy      Air Force Air Force Air Force Army     
## [75405] Army      Navy      Army      Air Force Navy      Army      Navy     
## [75412] Navy      Air Force Army      Other DoD Navy      Navy      Army     
## [75419] Air Force Army      Army      Navy      Navy      Other DoD Army     
## [75426] DLA       Navy      MDA       Navy      Army      Other DoD Army     
## [75433] Navy      Air Force Army      Army      Navy      Navy      Other DoD
## [75440] Army      Navy      Army      Air Force Navy      Navy      Army     
## [75447] Air Force Navy      Other DoD Navy      Navy      Army      Army     
## [75454] Navy      Army      Air Force Navy      Air Force Other DoD Navy     
## [75461] DLA       Navy      Army      Army      Navy      Army      Air Force
## [75468] DLA       Army      Other DoD Air Force Air Force DLA       Air Force
## [75475] Air Force DLA       Other DoD Air Force Army      Other DoD Air Force
## [75482] DLA       DLA       Air Force Army      Air Force Army      Other DoD
## [75489] Navy      Army      Other DoD DLA       Air Force Air Force Air Force
## [75496] Army      Other DoD Air Force Air Force DLA       Navy      Navy     
## [75503] Navy      Air Force Air Force Army      Army      Army      Army     
## [75510] Army      Navy      Army      Air Force DLA       Army      Army     
## [75517] Navy      Army      Army      Army      Navy      Other DoD Air Force
## [75524] Army      DLA       Army      Navy      Air Force Army      Navy     
## [75531] DLA       Army      Navy      Army      Army      Army      Air Force
## [75538] DLA       DLA       Army      Army      Other DoD MDA       Army     
## [75545] DLA       Navy      Navy      Army      DLA       Army      Navy     
## [75552] Navy      Navy      Navy      Navy      Army      Navy      Navy     
## [75559] Navy      Army      Air Force Air Force DLA       Army      Army     
## [75566] Air Force DLA       Navy      Air Force Other DoD Air Force Army     
## [75573] Other DoD Army      Air Force Navy      Navy      Air Force Army     
## [75580] DLA       Other DoD Army      DLA       Army      Army      DLA      
## [75587] Navy      Army      Army      Army      Army      DLA       Other DoD
## [75594] Navy      Army      Army      DLA       Army      Army      Navy     
## [75601] Navy      Army      Navy      DLA       Air Force Air Force Air Force
## [75608] Army      Navy      Navy      Navy      Navy      Air Force Navy     
## [75615] Navy      Navy      Navy      Other DoD DLA       DLA       Air Force
## [75622] Army      Army      Army      Other DoD Army      Navy      Army     
## [75629] Army      DLA       Army      Air Force Navy      Air Force Air Force
## [75636] Navy      Army      Navy      Army      Army      Navy      Other DoD
## [75643] Army      Army      Air Force Army      Air Force Navy      Army     
## [75650] Navy      Army      Air Force Air Force DLA       Army      Army     
## [75657] Navy      Air Force Navy      Army      Army      DLA       Army     
## [75664] DLA       Air Force Army      Navy      Air Force Air Force Navy     
## [75671] Army      Navy      Navy      Air Force Army      Air Force Army     
## [75678] Navy      DLA       Army      Army      Navy      Army      Other DoD
## [75685] Army      Navy      Navy      Air Force Army      Army      DLA      
## [75692] Army      Air Force Army      Army      Air Force Army      Air Force
## [75699] Navy      DLA       Army      Army      Other DoD Navy      Army     
## [75706] DLA       Air Force Army      Navy      Air Force Army      DLA      
## [75713] Air Force DLA       Army      Army      Army      Navy      Army     
## [75720] Army      Air Force Navy      DLA       Air Force Air Force Navy     
## [75727] Army      Army      Army      Air Force Army      Army      DLA      
## [75734] Navy      Navy      Navy      Navy      Army      Army      Navy     
## [75741] DLA       Army      Air Force Air Force Army      Army      DLA      
## [75748] Navy      Air Force Air Force Army      Air Force DLA       DLA      
## [75755] Army      Air Force Air Force Air Force Army      DLA       Navy     
## [75762] Navy      DLA       DLA       DLA       Army      Navy      Army     
## [75769] Army      Other DoD Army      Navy      Air Force Army      Navy     
## [75776] Army      Navy      Army      DLA       DLA       Army      Army     
## [75783] DLA       Air Force Army      Army      Air Force DLA       DLA      
## [75790] Air Force Other DoD Navy      Navy      DLA       Navy      DLA      
## [75797] Army      Army      Air Force Army      Navy      Navy      Army     
## [75804] Army      Air Force DLA       Army      Army      Army      Navy     
## [75811] Navy      Navy      DLA       Air Force DLA       Army      Navy     
## [75818] Navy      Army      Navy      Navy      Army      Navy      Navy     
## [75825] Army      Army      Other DoD Navy      Navy      Army      DLA      
## [75832] Army      Navy      Navy      Air Force Other DoD Air Force Navy     
## [75839] DLA       Navy      Army      Other DoD Air Force Army      Army     
## [75846] DLA       DLA       DLA       Air Force Army      Army      Air Force
## [75853] Army      Navy      Navy      DLA       Air Force Other DoD Navy     
## [75860] Army      Navy      Other DoD Army      DLA       Other DoD Army     
## [75867] Army      Army      Other DoD Army      Other DoD Air Force Other DoD
## [75874] Other DoD Other DoD Navy      Navy      Navy      Navy      Army     
## [75881] Army      Other DoD Army      DLA       Other DoD Army      Air Force
## [75888] Navy      Air Force Navy      Army      Army      Other DoD Navy     
## [75895] Army      Navy      Air Force DLA       Army      Navy      DLA      
## [75902] Air Force DLA       Army      DLA       Army      Army      DLA      
## [75909] Army      Other DoD Other DoD Army      Other DoD Army      Navy     
## [75916] Air Force Army      Navy      Navy      DLA       Navy      Army     
## [75923] Navy      Other DoD Army      Air Force DLA       Air Force DLA      
## [75930] Other DoD Air Force Army      DLA       Navy      Navy      Navy     
## [75937] Other DoD Air Force Army      Navy      Navy      Army      Army     
## [75944] Other DoD DLA       DLA       Navy      Army      Navy      Other DoD
## [75951] Army      DLA       Other DoD Other DoD Army      Army      DLA      
## [75958] Navy      Navy      Army      Other DoD Army      Army      Navy     
## [75965] DLA       Navy      Army      Army      DLA       Army      Army     
## [75972] Air Force MDA       Navy      Navy      Army      Navy      Army     
## [75979] Air Force Air Force Navy      Other DoD Air Force Air Force Army     
## [75986] Navy      Navy      DLA       Air Force Navy      Other DoD Army     
## [75993] Navy      Army      Navy      Army      Navy      DLA       Army     
## [76000] Air Force Air Force DLA       Navy      Other DoD Air Force Air Force
## [76007] Army      Other DoD Navy      Other DoD Army      Army      Air Force
## [76014] Navy      Army      Air Force Air Force Army      Air Force Navy     
## [76021] Other DoD Navy      Army      Army      Air Force Army      Air Force
## [76028] Air Force Other DoD Other DoD Air Force Air Force DLA       Army     
## [76035] Air Force Other DoD Navy      DLA       Navy      Navy      Army     
## [76042] DLA       Navy      Navy      Army      Navy      Navy      DLA      
## [76049] DLA       DLA       Army      Navy      Navy      Army      Army     
## [76056] Army      Navy      Navy      Air Force Other DoD Navy      Navy     
## [76063] Army      Navy      Other DoD Army      Army      DLA       Air Force
## [76070] Army      Army      DLA       Navy      Army      Other DoD Other DoD
## [76077] DLA       Navy      Army      DLA       Army      Air Force Air Force
## [76084] Army      Air Force Navy      Navy      Navy      Other DoD Other DoD
## [76091] Army      Other DoD Army      DLA       DLA       Other DoD Navy     
## [76098] Other DoD Navy      Army      Air Force DLA       DLA       DLA      
## [76105] Navy      Army      Air Force Navy      Army      Navy      Navy     
## [76112] Army      Navy      Air Force Air Force Navy      Air Force DLA      
## [76119] Army      Air Force Army      Other DoD Navy      MDA       Navy     
## [76126] Army      DLA       Air Force Navy      DLA       Army      Air Force
## [76133] Navy      Navy      Other DoD Army      Army      DLA       Air Force
## [76140] Other DoD Navy      Navy      Army      Air Force DLA       Army     
## [76147] DLA       DLA       Air Force DLA       Navy      Other DoD DLA      
## [76154] Navy      Other DoD Air Force Other DoD DLA       Air Force Air Force
## [76161] Air Force Air Force Navy      Army      Navy      Army      Navy     
## [76168] Other DoD Navy      Air Force Army      Navy      DLA       Navy     
## [76175] Air Force DLA       Air Force DLA       Army      Army      DLA      
## [76182] Army      Army      Army      Other DoD Navy      DLA       Navy     
## [76189] Other DoD Army      Navy      DLA       Army      Other DoD Army     
## [76196] Navy      Other DoD Air Force Army      Army      Other DoD Army     
## [76203] Navy      Air Force Army      Army      Navy      DLA       Navy     
## [76210] Air Force Army      Navy      Navy      Army      DLA       Air Force
## [76217] Air Force Navy      Army      Other DoD DLA       Air Force DLA      
## [76224] Air Force Navy      DLA       Air Force Other DoD Army      Army     
## [76231] DLA       Navy      Navy      Army      Army      Air Force Air Force
## [76238] Air Force Other DoD Army      Army      Army      Army      Air Force
## [76245] DLA       Navy      Army      DLA       Army      Other DoD Army     
## [76252] Other DoD Navy      Army      Army      DLA       Navy      Air Force
## [76259] Army      DLA       Air Force Navy      Other DoD Army      Air Force
## [76266] Other DoD Other DoD Air Force Air Force Air Force Army      DLA      
## [76273] Other DoD DLA       Navy      Army      Air Force Army      Army     
## [76280] Navy      DLA       DLA       Air Force MDA       DLA       Navy     
## [76287] Other DoD Army      Navy      DLA       MDA       DLA       Army     
## [76294] Army      Army      Navy      Air Force DLA       Air Force Navy     
## [76301] Army      Air Force Army      Army      Air Force Army      Air Force
## [76308] Navy      DLA       Army      Navy      Army      Army      Army     
## [76315] Navy      Navy      Air Force Air Force DLA       Navy      Army     
## [76322] Air Force Army      Army      Navy      Navy      Air Force Navy     
## [76329] Other DoD Air Force Air Force Air Force Air Force Army      Air Force
## [76336] Navy      Navy      Navy      Navy      Navy      Army      Army     
## [76343] Other DoD Navy      Navy      Navy      Army      Navy      Army     
## [76350] Army      Air Force Navy      Air Force DLA       Army      Army     
## [76357] Navy      Air Force Other DoD Air Force Air Force Other DoD Army     
## [76364] Army      Air Force Navy      Army      Navy      Air Force DLA      
## [76371] DLA       DLA       Army      Navy      Navy      DLA       DLA      
## [76378] Navy      Air Force Air Force Navy      Air Force Army      Army     
## [76385] Army      Navy      Army      Army      Army      Air Force Other DoD
## [76392] Army      Army      Other DoD Army      Navy      Army      Army     
## [76399] Army      Army      DLA       Army      DLA       Army      Air Force
## [76406] Navy      Air Force Army      Army      Navy      Army      Army     
## [76413] Army      Air Force Navy      Navy      Navy      Navy      Other DoD
## [76420] DLA       Army      Army      Army      Army      Navy      Navy     
## [76427] Air Force Air Force Air Force Army      Army      DLA       Air Force
## [76434] Other DoD DLA       Army      Navy      Other DoD Air Force Navy     
## [76441] Navy      Army      DLA       Army      Army      Air Force Army     
## [76448] Army      DLA       DLA       Navy      Navy      Navy      DLA      
## [76455] Other DoD Other DoD Navy      Army      Navy      Navy      Navy     
## [76462] DLA       Air Force Air Force Air Force Army      Navy      Army     
## [76469] Army      DLA       Navy      Army      Army      Navy      DLA      
## [76476] Army      Army      Air Force Navy      DLA       Navy      Air Force
## [76483] Navy      Air Force DLA       Other DoD Navy      Army      Air Force
## [76490] Air Force Navy      Navy      Air Force Army      DLA       Army     
## [76497] Army      Air Force Army      Air Force Air Force Navy      DLA      
## [76504] Navy      DLA       DLA       Army      Army      Navy      Navy     
## [76511] Navy      Navy      Other DoD Navy      Navy      Navy      Air Force
## [76518] DLA       Army      Navy      Army      Navy      Army      Navy     
## [76525] Other DoD Air Force Navy      Air Force Other DoD Navy      Navy     
## [76532] DLA       Other DoD Army      Army      Navy      Other DoD DLA      
## [76539] Air Force Navy      Air Force DLA       DLA       Army      Other DoD
## [76546] Army      Navy      DLA       DLA       Air Force Army      Army     
## [76553] DLA       Army      Navy      Navy      Navy      Navy      Other DoD
## [76560] Air Force Army      Army      Air Force Other DoD Army      Other DoD
## [76567] Other DoD Navy      Army      Navy      Navy      Army      Army     
## [76574] DLA       Air Force DLA       DLA       Air Force DLA       Navy     
## [76581] Navy      Navy      Air Force Navy      Air Force Navy      Navy     
## [76588] Navy      DLA       Other DoD Army      Navy      Air Force Air Force
## [76595] Army      Air Force Army      Air Force Air Force Navy      Army     
## [76602] Navy      Navy      Army      Air Force Navy      Army      Navy     
## [76609] Army      DLA       Navy      Navy      Army      Air Force Army     
## [76616] Air Force Army      Navy      DLA       Air Force Navy      Navy     
## [76623] Navy      DLA       Navy      Navy      Navy      Army      Air Force
## [76630] Navy      Navy      Army      Army      Navy      Army      Other DoD
## [76637] Air Force Navy      Navy      Air Force Army      Navy      Navy     
## [76644] Navy      Army      Air Force Army      Navy      Army      Army     
## [76651] Navy      Other DoD Navy      Navy      Army      Navy      Army     
## [76658] DLA       Navy      Army      Air Force Air Force Navy      Navy     
## [76665] Army      Navy      DLA       Army      Navy      Navy      Army     
## [76672] DLA       Other DoD Navy      DLA       Army      DLA       Navy     
## [76679] Air Force Navy      Navy      Other DoD DLA       Navy      Army     
## [76686] Other DoD DLA       Army      Navy      Navy      DLA       Navy     
## [76693] Navy      Navy      Other DoD Army      Army      Army      DLA      
## [76700] Army      Army      DLA       Air Force Army      Navy      Army     
## [76707] Other DoD Air Force Navy      Army      Navy      Other DoD DLA      
## [76714] Navy      Army      Army      DLA       Other DoD Navy      Army     
## [76721] Navy      Army      Army      DLA       DLA       Air Force Army     
## [76728] Army      Army      Army      Other DoD Navy      DLA       DLA      
## [76735] Air Force Air Force Air Force Air Force Navy      Air Force Air Force
## [76742] Air Force Army      Army      Army      Navy      Air Force Army     
## [76749] Army      Air Force Air Force Army      Navy      Army      Navy     
## [76756] Air Force Army      Navy      Navy      Air Force DLA       Army     
## [76763] Army      Air Force Navy      Army      Navy      Other DoD Air Force
## [76770] Other DoD Air Force Navy      Navy      Navy      DLA       Air Force
## [76777] Army      DLA       DLA       Navy      DLA       Navy      Other DoD
## [76784] Navy      Navy      Army      Army      DLA       Army      Army     
## [76791] DLA       Army      DLA       Air Force Navy      Army      DLA      
## [76798] Navy      Army      Navy      Other DoD DLA       DLA       Air Force
## [76805] Army      Air Force Army      Navy      Other DoD Navy      Navy     
## [76812] Army      Navy      DLA       Army      Army      Army      Navy     
## [76819] Navy      Army      Navy      Air Force Army      DLA       Navy     
## [76826] Navy      DLA       Army      DLA       Air Force Army      Air Force
## [76833] Air Force Navy      Air Force Air Force Army      Navy      Air Force
## [76840] Navy      Navy      Navy      Other DoD DLA       Navy      Air Force
## [76847] Army      Army      Air Force Air Force Army      Air Force Navy     
## [76854] DLA       Other DoD Air Force Air Force Navy      DLA       DLA      
## [76861] Navy      Army      Army      Navy      Other DoD Air Force Other DoD
## [76868] Navy      Navy      DLA       Navy      Army      Army      Navy     
## [76875] Other DoD Navy      Air Force Army      Army      Army      Army     
## [76882] Navy      Army      Army      Other DoD DLA       Navy      Navy     
## [76889] Navy      Navy      Army      Navy      Navy      Navy      DLA      
## [76896] Army      Other DoD Army      Army      Army      Navy      Air Force
## [76903] Army      Navy      DLA       Navy      DLA       Army      Army     
## [76910] Other DoD Navy      Other DoD Navy      DLA       Air Force Air Force
## [76917] Other DoD Air Force DLA       DLA       Army      DLA       Navy     
## [76924] Navy      DLA       Air Force Navy      Air Force Navy      DLA      
## [76931] Navy      DLA       DLA       Army      Navy      Army      Army     
## [76938] Navy      Navy      Army      Air Force Navy      Army      DLA      
## [76945] Navy      Navy      DLA       Air Force Navy      Navy      Navy     
## [76952] Navy      Air Force Other DoD Air Force Navy      DLA       Army     
## [76959] Army      Navy      Navy      Air Force Navy      Navy      Navy     
## [76966] Navy      Navy      Navy      DLA       DLA       MDA       Air Force
## [76973] Air Force Army      Navy      Navy      Navy      Other DoD Army     
## [76980] Navy      Navy      Army      Army      Army      Air Force Army     
## [76987] Navy      Army      Other DoD Army      Army      Army      Army     
## [76994] Army      Army      Army      Army      DLA       Navy      Navy     
## [77001] Navy      Navy      Army      Air Force Army      Navy      Other DoD
## [77008] DLA       Army      DLA       DLA       Army      Other DoD DLA      
## [77015] DLA       Navy      DLA       Other DoD Navy      Navy      Army     
## [77022] DLA       Navy      Army      DLA       Army      Navy      Navy     
## [77029] Navy      Air Force Other DoD Army      Army      Navy      DLA      
## [77036] Other DoD Navy      Navy      Army      DLA       Army      DLA      
## [77043] Other DoD Navy      Army      Air Force Army      Army      Army     
## [77050] Navy      DLA       Army      Other DoD Air Force Air Force Navy     
## [77057] Army      Army      DLA       Army      Other DoD Army      Navy     
## [77064] Navy      Army      Army      Army      DLA       DLA       Navy     
## [77071] Navy      Air Force Navy      Air Force DLA       Navy      Navy     
## [77078] Navy      Navy      Air Force Army      Navy      Navy      DLA      
## [77085] Army      Other DoD Navy      Navy      Army      Air Force Navy     
## [77092] DLA       Air Force DLA       Other DoD DLA       Air Force Air Force
## [77099] Army      Army      Army      DLA       Navy      Navy      Army     
## [77106] Army      MDA       DLA       Army      Air Force Air Force Other DoD
## [77113] Air Force Other DoD Air Force Other DoD Air Force Navy      Army     
## [77120] DLA       Air Force Other DoD Navy      Air Force Other DoD Army     
## [77127] Navy      Other DoD Navy      Air Force Navy      Navy      Navy     
## [77134] Navy      Navy      Army      DLA       Navy      Army      Navy     
## [77141] Navy      Navy      Navy      DLA       Air Force DLA       Other DoD
## [77148] Air Force Army      Army      Army      Air Force DLA       Army     
## [77155] Navy      DLA       Navy      Navy      Air Force Army      Air Force
## [77162] Air Force Navy      Navy      Army      Navy      Navy      Army     
## [77169] Navy      Army      Other DoD Navy      DLA       Air Force Army     
## [77176] Navy      Air Force Army      Air Force Other DoD DLA       DLA      
## [77183] Other DoD Other DoD Navy      Navy      Navy      Army      Other DoD
## [77190] DLA       Navy      Navy      Army      Navy      Navy      Army     
## [77197] Other DoD Army      Other DoD DLA       DLA       Navy      Air Force
## [77204] Other DoD DLA       Army      Other DoD Air Force Army      Air Force
## [77211] Other DoD Other DoD Air Force Navy      DLA       Air Force Navy     
## [77218] DLA       Navy      Air Force Navy      Army      Army      Army     
## [77225] Navy      Navy      Navy      Army      Navy      Army      DLA      
## [77232] Navy      Navy      DLA       Navy      DLA       Other DoD Other DoD
## [77239] Other DoD Army      Army      Air Force DLA       Other DoD Army     
## [77246] Navy      Army      Other DoD Other DoD Navy      Army      Navy     
## [77253] Air Force DLA       Navy      DLA       Army      Air Force Navy     
## [77260] MDA       Navy      DLA       Army      Army      Army      Air Force
## [77267] Air Force Army      Navy      Army      Navy      Army      Army     
## [77274] Navy      Army      DLA       Navy      Air Force Air Force Navy     
## [77281] Air Force Air Force DLA       Army      Other DoD Navy      Air Force
## [77288] Navy      DLA       Army      Navy      Navy      Army      Air Force
## [77295] Navy      Navy      Army      Navy      Army      Army      Other DoD
## [77302] Air Force Army      Navy      Air Force Air Force Air Force Army     
## [77309] Navy      Air Force DLA       Navy      Navy      Army      Army     
## [77316] Other DoD Other DoD Army      Other DoD Other DoD Army      Navy     
## [77323] DLA       Navy      Air Force Other DoD Army      Army      Army     
## [77330] Army      Navy      Air Force Air Force Other DoD Army      Army     
## [77337] DLA       Navy      Army      DLA       Army      Air Force Navy     
## [77344] DLA       Other DoD Navy      Navy      Other DoD Navy      Air Force
## [77351] Navy      DLA       Army      Navy      Other DoD Navy      MDA      
## [77358] Navy      Navy      MDA       DLA       Navy      Air Force Army     
## [77365] DLA       DLA       DLA       Air Force Air Force Other DoD Navy     
## [77372] Navy      Other DoD Navy      DLA       Army      Navy      Air Force
## [77379] Navy      Air Force Navy      Other DoD Army      Army      Navy     
## [77386] DLA       Air Force Navy      Army      DLA       Navy      Air Force
## [77393] Air Force Navy      Other DoD DLA       Other DoD MDA       Air Force
## [77400] Air Force Navy      DLA       DLA       Army      Navy      Navy     
## [77407] Army      Navy      DLA       Army      Air Force Navy      Army     
## [77414] Navy      Army      Navy      Army      Navy      Air Force Army     
## [77421] Air Force Navy      Army      Army      Army      Air Force Other DoD
## [77428] Navy      Army      Air Force Army      Army      Army      Navy     
## [77435] Navy      Air Force Army      Navy      Navy      DLA       Other DoD
## [77442] Army      Navy      Army      Navy      Army      Navy      Navy     
## [77449] DLA       Navy      Air Force Army      DLA       Navy      Navy     
## [77456] Air Force Navy      Army      Air Force Air Force Other DoD Navy     
## [77463] Other DoD Air Force Navy      Army      Navy      Army      Navy     
## [77470] Army      Other DoD Other DoD DLA       Navy      Other DoD DLA      
## [77477] Air Force Army      Army      DLA       Air Force Army      Navy     
## [77484] Air Force Army      Navy      Army      Army      Navy      Army     
## [77491] Navy      DLA       Other DoD Other DoD DLA       Army      Army     
## [77498] Navy      Army      Navy      Army      Navy      Navy      Navy     
## [77505] DLA       DLA       Other DoD DLA       Navy      Other DoD Air Force
## [77512] DLA       Air Force Army      Navy      Army      Navy      DLA      
## [77519] Army      Air Force Air Force Army      Air Force DLA       Navy     
## [77526] Other DoD Navy      Air Force Army      DLA       Other DoD Navy     
## [77533] Navy      Navy      Navy      Navy      Air Force Air Force DLA      
## [77540] Other DoD Navy      DLA       Other DoD DLA       Navy      Army     
## [77547] Navy      Navy      Air Force Army      Army      Air Force Navy     
## [77554] Navy      Other DoD Army      Air Force Navy      Navy      Army     
## [77561] Army      Navy      Other DoD DLA       Navy      DLA       Navy     
## [77568] Army      DLA       Army      Other DoD Navy      Air Force Air Force
## [77575] Other DoD Army      Navy      Navy      Air Force Air Force Navy     
## [77582] Other DoD Navy      Navy      Army      Navy      Army      Army     
## [77589] Air Force Navy      Other DoD Other DoD Army      Army      Army     
## [77596] Army      Army      Army      Navy      Army      Army      Navy     
## [77603] Air Force Air Force Army      Army      DLA       Army      Navy     
## [77610] Other DoD MDA       Army      Army      Air Force Other DoD Navy     
## [77617] Navy      Army      Army      Navy      Navy      Army      Army     
## [77624] Air Force Army      Navy      Air Force Other DoD Navy      Air Force
## [77631] Army      Air Force Navy      DLA       Navy      Other DoD Army     
## [77638] Navy      Army      DLA       Navy      Other DoD Army      Air Force
## [77645] DLA       Army      Army      Army      DLA       MDA       DLA      
## [77652] Air Force DLA       Navy      Air Force Air Force Navy      Army     
## [77659] Navy      Air Force Army      DLA       Navy      Army      Other DoD
## [77666] Air Force Army      Air Force Army      Air Force Army      Army     
## [77673] Army      Air Force DLA       Navy      Other DoD Army      Army     
## [77680] DLA       Other DoD Other DoD DLA       Air Force Army      Navy     
## [77687] Other DoD Navy      Army      DLA       DLA       Army      DLA      
## [77694] Other DoD DLA       Navy      Navy      Army      Other DoD Navy     
## [77701] Other DoD Navy      Navy      Navy      Navy      Army      Army     
## [77708] Navy      Navy      Other DoD Navy      Air Force Navy      Other DoD
## [77715] Navy      Other DoD Navy      Navy      Army      Army      DLA      
## [77722] Army      Army      DLA       Navy      Navy      DLA       Air Force
## [77729] Army      Army      Navy      Air Force Navy      Air Force Navy     
## [77736] Army      Army      DLA       Army      Navy      DLA       Army     
## [77743] Army      Army      Army      Air Force Air Force Navy      Navy     
## [77750] Navy      Army      DLA       DLA       Air Force DLA       Air Force
## [77757] Navy      Army      DLA       Air Force Air Force Army      Navy     
## [77764] DLA       DLA       Navy      Other DoD Army      Air Force Army     
## [77771] Navy      DLA       Army      Army      Navy      Navy      Navy     
## [77778] Air Force Navy      Other DoD Army      Army      Other DoD DLA      
## [77785] Navy      Navy      Army      Navy      Navy      Air Force Army     
## [77792] Navy      Navy      Air Force Army      Army      Army      Air Force
## [77799] Army      Air Force DLA       Air Force Other DoD Army      Navy     
## [77806] Army      Army      Army      Other DoD Army      Air Force Air Force
## [77813] Army      Navy      Air Force Navy      Air Force Air Force DLA      
## [77820] Army      Other DoD Army      Air Force DLA       Navy      Navy     
## [77827] Navy      Air Force Navy      Air Force Other DoD Army      Other DoD
## [77834] Other DoD Navy      DLA       DLA       Air Force Army      Army     
## [77841] Navy      Army      Air Force Army      DLA       Navy      Army     
## [77848] Navy      Navy      Navy      Navy      Army      Army      Air Force
## [77855] Army      Army      Army      DLA       DLA       DLA       Army     
## [77862] Other DoD Navy      Army      Air Force DLA       Navy      Air Force
## [77869] Other DoD Navy      Navy      Navy      Army      Air Force Army     
## [77876] Other DoD Navy      Army      DLA       Army      DLA       Other DoD
## [77883] Navy      Army      Other DoD Navy      Air Force Navy      Navy     
## [77890] Army      Navy      Navy      Army      Navy      DLA       Air Force
## [77897] Air Force Army      Air Force Navy      Air Force Army      DLA      
## [77904] Navy      Army      Air Force Air Force DLA       Navy      DLA      
## [77911] MDA       DLA       Army      DLA       Other DoD Other DoD Navy     
## [77918] Navy      Army      Army      Army      DLA       Army      DLA      
## [77925] Army      Navy      Army      Army      Army      Navy      Navy     
## [77932] Army      Navy      DLA       Army      Army      DLA       DLA      
## [77939] Air Force Navy      Army      Navy      Army      DLA       Army     
## [77946] DLA       Other DoD Army      Army      Army      Navy      Army     
## [77953] Air Force Navy      Other DoD Air Force Army      Navy      DLA      
## [77960] DLA       Navy      Army      Air Force Navy      Other DoD Air Force
## [77967] Navy      Army      Army      Navy      Army      Navy      Air Force
## [77974] DLA       Navy      Air Force Air Force Army      Navy      Navy     
## [77981] Other DoD Air Force Other DoD Navy      Army      Navy      MDA      
## [77988] Navy      Army      Navy      Other DoD Army      MDA       Army     
## [77995] Army      Air Force Air Force DLA       Navy      Air Force Other DoD
## [78002] Army      DLA       DLA       Army      Other DoD Army      Navy     
## [78009] Army      DLA       Navy      DLA       Army      Navy      Army     
## [78016] Army      Army      Air Force Air Force DLA       DLA       DLA      
## [78023] Army      Air Force Army      DLA       DLA       Army      Navy     
## [78030] Air Force Army      Army      Army      DLA       Navy      Air Force
## [78037] Air Force DLA       DLA       DLA       Navy      Air Force Air Force
## [78044] Navy      Navy      Navy      Navy      DLA       Army      Army     
## [78051] Navy      Other DoD DLA       Navy      Army      Army      DLA      
## [78058] Army      Army      Other DoD DLA       Army      DLA       Navy     
## [78065] Army      Army      Other DoD Army      Navy      Air Force Air Force
## [78072] Army      Air Force Other DoD Army      Navy      Other DoD Other DoD
## [78079] Navy      Navy      Navy      Army      Other DoD Air Force Other DoD
## [78086] Navy      Air Force DLA       Air Force Air Force Navy      Navy     
## [78093] Navy      DLA       Navy      Navy      Army      Army      Air Force
## [78100] Army      Navy      Army      Navy      DLA       Navy      Other DoD
## [78107] Navy      Air Force Navy      Navy      DLA       Other DoD Army     
## [78114] Army      Air Force Other DoD Navy      Other DoD Army      Other DoD
## [78121] Navy      Navy      Army      Navy      Army      Air Force Other DoD
## [78128] Navy      Army      Navy      DLA       DLA       Army      Navy     
## [78135] Air Force Navy      DLA       Navy      Army      Army      Army     
## [78142] Other DoD Navy      Army      Navy      Air Force Army      Other DoD
## [78149] Navy      Air Force Navy      Army      Army      Air Force DLA      
## [78156] DLA       Army      Army      Other DoD Army      Army      DLA      
## [78163] Navy      Navy      Navy      Navy      Air Force Army      Army     
## [78170] Navy      DLA       DLA       DLA       Navy      Army      Army     
## [78177] DLA       Navy      DLA       Air Force Air Force Army      Army     
## [78184] DLA       Navy      DLA       Air Force Army      Army      Air Force
## [78191] Air Force Army      Other DoD Navy      Navy      DLA       Army     
## [78198] Army      Army      Army      Air Force Army      Navy      DLA      
## [78205] Army      Air Force Navy      Army      Air Force Army      DLA      
## [78212] Air Force Army      Army      Army      Navy      Navy      Army     
## [78219] Other DoD DLA       Army      DLA       DLA       Army      Air Force
## [78226] Other DoD Air Force DLA       Army      Navy      Air Force Army     
## [78233] Other DoD Army      Army      Air Force Army      Army      Army     
## [78240] DLA       DLA       Navy      DLA       Air Force Air Force Navy     
## [78247] Navy      Army      Navy      DLA       Air Force Navy      Army     
## [78254] Army      Army      Air Force Army      Other DoD Other DoD Other DoD
## [78261] Navy      Navy      Navy      Navy      Other DoD Army      Army     
## [78268] Army      Navy      Other DoD Other DoD Air Force Army      Army     
## [78275] Air Force Army      Army      Navy      DLA       DLA       Army     
## [78282] Army      Air Force Army      DLA       DLA       Army      DLA      
## [78289] Air Force Other DoD Army      Navy      DLA       DLA       Air Force
## [78296] DLA       Navy      Army      Navy      Air Force Army      Army     
## [78303] Air Force Air Force Navy      Army      Army      Other DoD Army     
## [78310] Air Force Navy      Navy      Navy      Army      Navy      Army     
## [78317] DLA       Air Force Navy      Army      DLA       Air Force Navy     
## [78324] DLA       Navy      Air Force Army      Navy      DLA       Navy     
## [78331] DLA       Other DoD Army      Navy      Army      Army      Other DoD
## [78338] Army      Navy      Navy      DLA       Other DoD Other DoD Army     
## [78345] Navy      Army      Army      DLA       Navy      Army      Navy     
## [78352] Air Force Air Force Army      DLA       Air Force Army      Army     
## [78359] DLA       Army      Air Force Army      Navy      Army      Other DoD
## [78366] Navy      DLA       Other DoD Army      DLA       Navy      Navy     
## [78373] Air Force Navy      Army      Navy      Navy      Army      DLA      
## [78380] DLA       Navy      Navy      Air Force Army      Army      Other DoD
## [78387] Air Force Navy      Army      Army      Air Force Air Force Navy     
## [78394] Navy      Army      Other DoD Navy      Army      DLA       Navy     
## [78401] Army      Other DoD Air Force Navy      DLA       Air Force Air Force
## [78408] Other DoD Navy      Navy      Air Force Navy      Navy      Army     
## [78415] Air Force Other DoD Air Force Army      Army      DLA       Army     
## [78422] Army      Navy      Navy      Navy      DLA       Other DoD Army     
## [78429] Army      Air Force Army      Navy      Navy      Other DoD Army     
## [78436] Army      Other DoD Army      Air Force Navy      Other DoD Other DoD
## [78443] Air Force Navy      Navy      DLA       Navy      Army      Other DoD
## [78450] Army      Army      Army      DLA       Navy      Army      Air Force
## [78457] Army      Army      DLA       Army      Navy      Air Force Air Force
## [78464] Army      Air Force DLA       Air Force Air Force Army      Navy     
## [78471] Navy      DLA       DLA       Air Force Army      Navy      Air Force
## [78478] Navy      Navy      Army      DLA       Air Force Air Force Navy     
## [78485] DLA       DLA       Air Force Other DoD Air Force DLA       DLA      
## [78492] Air Force Navy      Army      Other DoD Other DoD Air Force Air Force
## [78499] Navy      Army      Air Force Army      Army      Army      Navy     
## [78506] DLA       Army      Air Force Navy      Army      Navy      Other DoD
## [78513] DLA       Navy      DLA       DLA       Navy      Other DoD Other DoD
## [78520] DLA       Navy      Army      DLA       Army      Other DoD DLA      
## [78527] Army      Army      Navy      Army      Navy      DLA       Other DoD
## [78534] Army      Army      Army      Navy      Navy      Army      Navy     
## [78541] Army      Air Force Air Force Other DoD Navy      Army      Navy     
## [78548] Navy      Army      Other DoD Air Force Navy      Army      Navy     
## [78555] Other DoD DLA       DLA       Air Force Army      Navy      Navy     
## [78562] Army      Navy      DLA       Air Force Army      Navy      Air Force
## [78569] Army      Air Force Army      Air Force DLA       Air Force Army     
## [78576] Other DoD Army      Army      DLA       Navy      Army      Army     
## [78583] Army      DLA       Navy      Air Force Navy      Army      Army     
## [78590] Navy      Navy      Army      Army      Air Force Army      Army     
## [78597] Navy      DLA       Air Force Air Force Army      Navy      Air Force
## [78604] Army      Army      Navy      Air Force Other DoD Air Force Army     
## [78611] Air Force Navy      Navy      Navy      DLA       Navy      Army     
## [78618] Army      Army      Navy      Navy      Air Force Other DoD Air Force
## [78625] Army      Air Force Navy      Other DoD Navy      Army      Army     
## [78632] Navy      Army      Navy      Navy      Navy      Army      Other DoD
## [78639] Air Force Navy      Other DoD Army      DLA       Army      Army     
## [78646] Air Force Navy      Army      DLA       Army      Army      Army     
## [78653] DLA       Army      Army      DLA       Army      Navy      DLA      
## [78660] Air Force Other DoD Air Force DLA       Other DoD Navy      Navy     
## [78667] Army      Other DoD Air Force Navy      Air Force Navy      Army     
## [78674] Air Force Army      DLA       Navy      DLA       DLA       DLA      
## [78681] Navy      Navy      DLA       Navy      DLA       Air Force Navy     
## [78688] Air Force Air Force Air Force Air Force Army      Air Force Navy     
## [78695] Army      DLA       Navy      Navy      Navy      Air Force Navy     
## [78702] Army      Navy      Army      DLA       Air Force Air Force Army     
## [78709] Army      Other DoD DLA       Air Force Other DoD Navy      Navy     
## [78716] Army      DLA       Air Force DLA       Navy      Other DoD DLA      
## [78723] Air Force Air Force Air Force Army      Air Force Army      Air Force
## [78730] Navy      Other DoD Army      Air Force Other DoD Army      Navy     
## [78737] Navy      Air Force Other DoD DLA       Army      Air Force MDA      
## [78744] Air Force DLA       DLA       DLA       Navy      Navy      Army     
## [78751] DLA       DLA       Navy      Air Force DLA       DLA       Air Force
## [78758] Navy      Navy      Navy      Navy      Navy      Army      Navy     
## [78765] Army      Army      Navy      Army      Army      Air Force DLA      
## [78772] Air Force Air Force DLA       DLA       Navy      Navy      DLA      
## [78779] Air Force Navy      Army      Army      Army      Army      Army     
## [78786] DLA       Other DoD DLA       Navy      Other DoD Army      Army     
## [78793] Army      Navy      DLA       Army      Navy      DLA       DLA      
## [78800] DLA       Navy      Army      Other DoD Air Force Other DoD Navy     
## [78807] Army      Navy      Navy      Army      Navy      Air Force Army     
## [78814] Navy      Army      Army      Army      DLA       Army      Navy     
## [78821] Navy      DLA       Army      DLA       Air Force Navy      Other DoD
## [78828] Other DoD Navy      Navy      DLA       Air Force Navy      DLA      
## [78835] Army      DLA       Air Force Navy      Navy      Army      Other DoD
## [78842] Air Force Navy      Navy      Army      Army      Navy      Army     
## [78849] Army      Air Force Army      Air Force Navy      Army      DLA      
## [78856] Army      Navy      Other DoD Navy      Army      Navy      Army     
## [78863] Army      Navy      Navy      DLA       DLA       Air Force Other DoD
## [78870] Other DoD Army      Army      Other DoD Air Force DLA       Army     
## [78877] Army      Navy      Air Force Army      Other DoD Navy      Air Force
## [78884] DLA       Air Force Air Force DLA       Other DoD Army      Navy     
## [78891] Army      Army      Air Force DLA       Navy      Air Force Air Force
## [78898] Army      Other DoD Navy      Other DoD Air Force Air Force Army     
## [78905] Navy      Other DoD Air Force DLA       DLA       Other DoD Other DoD
## [78912] Navy      DLA       Army      Navy      Army      Air Force Air Force
## [78919] Army      Other DoD Army      Army      Air Force Air Force Other DoD
## [78926] Air Force MDA       Navy      DLA       Navy      Air Force Navy     
## [78933] DLA       DLA       Navy      Army      Army      Army      DLA      
## [78940] Other DoD Navy      Air Force DLA       Army      Navy      Navy     
## [78947] Army      Army      Army      DLA       Navy      Other DoD Army     
## [78954] DLA       Navy      Air Force Army      Air Force DLA       Army     
## [78961] Navy      Navy      Air Force Army      Navy      Navy      Navy     
## [78968] Navy      Navy      Air Force Army      DLA       DLA       Army     
## [78975] MDA       Air Force Air Force Navy      Navy      Navy      Army     
## [78982] Army      DLA       Navy      Navy      DLA       Navy      Air Force
## [78989] MDA       Navy      DLA       Air Force DLA       Air Force DLA      
## [78996] Navy      Army      Army      DLA       DLA       Army      Air Force
## [79003] Army      Navy      Navy      Air Force Other DoD Air Force Army     
## [79010] Other DoD Navy      Army      Air Force Army      Army      Navy     
## [79017] Army      DLA       Army      Navy      Other DoD DLA       Air Force
## [79024] Air Force DLA       Air Force Navy      Navy      Army      Other DoD
## [79031] DLA       Army      Army      Air Force Air Force Air Force Navy     
## [79038] Air Force Army      Army      Army      Army      Army      Air Force
## [79045] Army      Other DoD Air Force Army      Navy      Army      Army     
## [79052] DLA       DLA       Air Force Air Force Other DoD Army      Army     
## [79059] DLA       Navy      Army      Air Force Army      DLA       Army     
## [79066] Navy      Other DoD Other DoD Army      DLA       Navy      Army     
## [79073] Army      Army      Navy      Army      Air Force Army      Air Force
## [79080] Army      Army      Navy      Air Force Navy      Other DoD Air Force
## [79087] Army      Navy      Navy      Navy      Army      Army      Air Force
## [79094] Other DoD Air Force DLA       Air Force Air Force Air Force Army     
## [79101] Navy      Air Force Air Force Army      Navy      Navy      Navy     
## [79108] Army      DLA       DLA       Army      Navy      Army      Navy     
## [79115] Navy      Army      Other DoD Navy      Army      Navy      Air Force
## [79122] DLA       Air Force Navy      Army      Army      Air Force Army     
## [79129] Navy      DLA       Air Force Army      Navy      Army      Army     
## [79136] Air Force Air Force DLA       Navy      Navy      Air Force DLA      
## [79143] Navy      Other DoD Navy      DLA       Navy      DLA       DLA      
## [79150] Navy      Navy      Air Force DLA       Army      DLA       Air Force
## [79157] Air Force Army      Army      Navy      DLA       Army      DLA      
## [79164] Navy      DLA       DLA       Navy      Navy      Navy      DLA      
## [79171] Army      Air Force Army      Air Force Air Force DLA       Navy     
## [79178] Other DoD Army      Navy      Other DoD Navy      Air Force Navy     
## [79185] Army      Navy      Other DoD Air Force Navy      Air Force Other DoD
## [79192] DLA       Air Force DLA       Navy      Army      Navy      Air Force
## [79199] Navy      Other DoD Air Force Air Force DLA       Army      DLA      
## [79206] Army      Navy      Navy      Air Force DLA       Army      Army     
## [79213] Army      Air Force Navy      Navy      Navy      Air Force Army     
## [79220] Army      DLA       Navy      Army      Army      Navy      Air Force
## [79227] DLA       DLA       DLA       DLA       Army      Navy      Navy     
## [79234] Air Force Army      DLA       Other DoD Army      Army      DLA      
## [79241] Navy      Air Force DLA       Army      Army      DLA       DLA      
## [79248] DLA       Army      DLA       Navy      Army      Air Force Army     
## [79255] Navy      DLA       DLA       Army      Navy      DLA       Navy     
## [79262] Air Force Air Force Air Force Navy      Army      DLA       Air Force
## [79269] Navy      DLA       Army      DLA       Navy      Army      Navy     
## [79276] DLA       Navy      Air Force Navy      Army      DLA       Navy     
## [79283] Army      DLA       Army      Navy      Air Force Other DoD Army     
## [79290] Navy      Air Force Army      Air Force Other DoD Air Force Army     
## [79297] Army      Navy      DLA       Other DoD Army      Army      Navy     
## [79304] Army      Army      Army      Other DoD Army      Navy      Navy     
## [79311] DLA       DLA       Army      DLA       Navy      DLA       Army     
## [79318] Air Force Navy      Air Force Navy      Navy      Air Force DLA      
## [79325] DLA       Navy      Navy      DLA       Navy      Air Force Army     
## [79332] Navy      DLA       Air Force Navy      Air Force Army      Navy     
## [79339] Navy      Army      Navy      Navy      Army      Army      Army     
## [79346] Army      Air Force Navy      Air Force Navy      Air Force Navy     
## [79353] Navy      Army      Army      Navy      Navy      Air Force Air Force
## [79360] Air Force Army      Navy      Air Force Army      Army      Army     
## [79367] Army      Air Force Army      Other DoD Air Force Other DoD Navy     
## [79374] Air Force Air Force Army      Army      Navy      Navy      Army     
## [79381] Navy      DLA       DLA       Army      DLA       Navy      Navy     
## [79388] Army      Air Force Navy      Navy      DLA       Air Force Army     
## [79395] Navy      Navy      Army      Navy      Navy      Army      Air Force
## [79402] Army      DLA       Army      Air Force Navy      Army      Army     
## [79409] Navy      Army      Army      Navy      Navy      Navy      Air Force
## [79416] Army      DLA       Other DoD Army      Army      Navy      Air Force
## [79423] Army      Air Force Air Force Army      DLA       Navy      Army     
## [79430] Army      Navy      DLA       Other DoD Air Force Other DoD Navy     
## [79437] Navy      Navy      Army      Navy      Navy      Other DoD Other DoD
## [79444] Air Force Navy      Navy      DLA       Navy      Air Force Army     
## [79451] Army      Air Force Army      Army      Navy      Other DoD Navy     
## [79458] Navy      Army      Army      Army      Army      Navy      Air Force
## [79465] Navy      DLA       Navy      Army      Air Force Other DoD DLA      
## [79472] Navy      Air Force DLA       Navy      Army      DLA       Navy     
## [79479] Navy      Army      Navy      Army      Army      Army      Other DoD
## [79486] Air Force Navy      Navy      Navy      Air Force Navy      Navy     
## [79493] Army      Army      Air Force Navy      DLA       Navy      Other DoD
## [79500] DLA       Navy      Air Force Navy      Army      DLA       DLA      
## [79507] Army      Navy      Air Force Air Force Navy      Army      Navy     
## [79514] Army      Navy      DLA       Navy      Navy      Air Force Air Force
## [79521] Navy      DLA       Navy      Air Force Other DoD Army      DLA      
## [79528] Navy      Army      Air Force Army      Army      DLA       Army     
## [79535] Air Force Navy      Air Force MDA       Air Force Navy      Army     
## [79542] Navy      Air Force Navy      Air Force Other DoD Navy      Army     
## [79549] Air Force Navy      Army      Navy      Army      Navy      Air Force
## [79556] Navy      DLA       DLA       Army      Navy      Other DoD Air Force
## [79563] DLA       Other DoD Navy      Navy      Navy      Army      Air Force
## [79570] Air Force Air Force DLA       Air Force Navy      Army      DLA      
## [79577] Navy      DLA       Navy      Army      DLA       Navy      Navy     
## [79584] Army      Air Force Air Force Other DoD Air Force Army      Army     
## [79591] Air Force Air Force Army      Other DoD Air Force DLA       DLA      
## [79598] Air Force Army      Navy      DLA       Navy      Air Force Other DoD
## [79605] Army      Army      DLA       Army      Air Force Navy      Army     
## [79612] DLA       Air Force Army      Army      Navy      Army      Navy     
## [79619] Navy      DLA       Navy      Army      DLA       DLA       Air Force
## [79626] Army      Navy      Navy      Air Force DLA       Army      DLA      
## [79633] Other DoD Navy      Air Force Air Force Army      Navy      Navy     
## [79640] Air Force Other DoD Navy      Army      Army      Navy      Army     
## [79647] Navy      Air Force Other DoD Navy      DLA       Army      Navy     
## [79654] Army      Other DoD DLA       DLA       Air Force Army      Air Force
## [79661] Army      Air Force Army      Navy      Navy      DLA       Army     
## [79668] Army      Navy      DLA       Air Force Air Force Navy      Navy     
## [79675] Army      DLA       Army      Other DoD Army      Army      DLA      
## [79682] Army      Air Force Army      Other DoD Other DoD Army      Army     
## [79689] Navy      Other DoD Navy      Other DoD Army      Army      Army     
## [79696] Navy      Air Force Army      DLA       Army      Army      Air Force
## [79703] Navy      Air Force Air Force Other DoD Air Force Air Force Navy     
## [79710] DLA       DLA       DLA       Navy      Other DoD Air Force Army     
## [79717] DLA       Other DoD Navy      Army      Navy      Other DoD Other DoD
## [79724] Other DoD Navy      Other DoD Army      Navy      Army      Other DoD
## [79731] Navy      DLA       Navy      Other DoD Navy      Other DoD Air Force
## [79738] Army      Air Force Army      Navy      DLA       DLA       DLA      
## [79745] Army      Navy      Air Force Air Force DLA       Navy      Navy     
## [79752] Navy      Army      Air Force Army      Navy      DLA       Navy     
## [79759] Army      Army      Air Force DLA       Army      Army      Army     
## [79766] Air Force Navy      Air Force Navy      DLA       Navy      Air Force
## [79773] Navy      Army      Air Force Air Force Other DoD Navy      Navy     
## [79780] Navy      Air Force Army      Air Force Army      Navy      DLA      
## [79787] Air Force Air Force DLA       Army      DLA       Navy      Army     
## [79794] Other DoD Navy      Army      Other DoD Air Force Army      Navy     
## [79801] Navy      Other DoD Navy      Army      Army      DLA       Army     
## [79808] Army      Air Force Air Force Navy      Navy      Army      DLA      
## [79815] DLA       Army      Army      Army      DLA       Air Force Army     
## [79822] DLA       Air Force Navy      Navy      Navy      DLA       Air Force
## [79829] DLA       Air Force Other DoD Navy      Army      Army      Air Force
## [79836] Navy      Navy      Air Force Other DoD Army      DLA       DLA      
## [79843] Army      Navy      DLA       Navy      Army      Navy      Army     
## [79850] Other DoD Army      MDA       DLA       Army      Navy      Navy     
## [79857] Other DoD Army      Army      Army      Army      Air Force DLA      
## [79864] Navy      Army      DLA       Army      Army      DLA       Navy     
## [79871] Air Force Navy      DLA       Air Force Other DoD DLA       DLA      
## [79878] DLA       Army      Navy      Army      DLA       Other DoD Other DoD
## [79885] Navy      Air Force Navy      Navy      Navy      Army      Air Force
## [79892] Navy      DLA       Navy      DLA       Air Force Navy      Navy     
## [79899] Other DoD Navy      Other DoD Air Force DLA       Navy      Army     
## [79906] Air Force Navy      Navy      Army      DLA       Navy      Army     
## [79913] Air Force Army      Navy      DLA       DLA       Other DoD DLA      
## [79920] Army      Navy      Army      Army      DLA       Navy      Air Force
## [79927] Army      Army      Air Force Army      Army      Other DoD Other DoD
## [79934] DLA       Army      Army      Air Force Navy      DLA       Army     
## [79941] Other DoD DLA       Army      Other DoD DLA       Navy      Air Force
## [79948] Army      Army      Army      Navy      Army      Other DoD DLA      
## [79955] Air Force Other DoD Army      Army      Army      DLA       Army     
## [79962] DLA       DLA       Navy      Army      Army      Air Force Navy     
## [79969] Air Force Other DoD Navy      Air Force Air Force Army      Army     
## [79976] Army      Other DoD Air Force Other DoD DLA       Other DoD Navy     
## [79983] Army      Army      Navy      Air Force Air Force Air Force Navy     
## [79990] DLA       DLA       Army      Army      DLA       Army      Navy     
## [79997] DLA       Army      Air Force Air Force Air Force DLA       Navy     
## [80004] DLA       Army      DLA       Army      DLA       Air Force Navy     
## [80011] Army      Navy      DLA       Army      Army      Army      Army     
## [80018] DLA       Army      Navy      Army      Army      Air Force Navy     
## [80025] Air Force Other DoD DLA       Army      Other DoD DLA       Air Force
## [80032] DLA       Army      Air Force DLA       Navy      Navy      Navy     
## [80039] Air Force Army      Army      Army      Army      Army      Air Force
## [80046] Air Force Air Force Army      Navy      DLA       Army      Navy     
## [80053] Army      Air Force Navy      DLA       Other DoD Navy      DLA      
## [80060] Army      Air Force Army      Navy      Air Force DLA       Army     
## [80067] Navy      DLA       Navy      Army      Navy      Navy      DLA      
## [80074] Army      Army      Air Force Other DoD Navy      DLA       Other DoD
## [80081] Army      Air Force Air Force Army      Navy      Navy      Navy     
## [80088] DLA       Army      Army      Navy      DLA       Army      Navy     
## [80095] Navy      Army      Navy      Army      Army      Navy      Other DoD
## [80102] Navy      Army      Army      Army      DLA       Army      Air Force
## [80109] Army      Army      Air Force Other DoD Navy      DLA       Other DoD
## [80116] Navy      Army      Other DoD Army      DLA       Air Force Navy     
## [80123] Army      Army      Navy      Air Force Navy      Navy      Air Force
## [80130] Air Force Air Force Army      Navy      Other DoD DLA       Navy     
## [80137] Army      Air Force Army      Air Force Other DoD DLA       DLA      
## [80144] Army      Navy      Navy      Air Force Air Force Army      Air Force
## [80151] Navy      Other DoD Navy      Army      Army      DLA       Army     
## [80158] Air Force Army      Air Force DLA       Navy      Navy      DLA      
## [80165] Other DoD Other DoD DLA       DLA       Navy      Navy      Navy     
## [80172] Other DoD Navy      Navy      Army      Army      Air Force Army     
## [80179] Army      Navy      Air Force DLA       Air Force Navy      Army     
## [80186] Army      Army      Navy      Other DoD Air Force Navy      Air Force
## [80193] Navy      Army      Air Force Army      Navy      Army      DLA      
## [80200] Navy      Air Force Navy      Navy      DLA       DLA       Army     
## [80207] Air Force Navy      DLA       Army      Army      Air Force Air Force
## [80214] Army      Army      Air Force Other DoD Navy      Air Force Army     
## [80221] Army      Army      DLA       Army      Navy      Army      Air Force
## [80228] Navy      Other DoD Other DoD Air Force Army      Navy      Navy     
## [80235] Navy      Army      Navy      MDA       Navy      Air Force Navy     
## [80242] Navy      Army      Army      Air Force Air Force Navy      Air Force
## [80249] Navy      Air Force DLA       Navy      DLA       Navy      Army     
## [80256] Navy      Army      Navy      Navy      Navy      DLA       Navy     
## [80263] DLA       Navy      Air Force Air Force Navy      Navy      Navy     
## [80270] Air Force Other DoD Navy      Navy      Army      DLA       Other DoD
## [80277] Army      Navy      Navy      Army      Army      DLA       Navy     
## [80284] DLA       Air Force Navy      Other DoD Air Force DLA       Navy     
## [80291] Navy      Navy      Air Force DLA       Air Force Other DoD Navy     
## [80298] Army      Army      Other DoD Navy      Navy      Air Force Army     
## [80305] Air Force Navy      Navy      Air Force Navy      Air Force Navy     
## [80312] Navy      Air Force Army      Army      Navy      Air Force Army     
## [80319] DLA       Army      Navy      Navy      Navy      Other DoD Army     
## [80326] Army      Army      Air Force Army      Army      Army      Air Force
## [80333] Navy      DLA       Navy      Other DoD Army      Other DoD Army     
## [80340] DLA       Other DoD DLA       DLA       Army      Army      Army     
## [80347] Navy      Other DoD DLA       Army      Air Force DLA       Other DoD
## [80354] Navy      Army      Army      Air Force Air Force Army      DLA      
## [80361] DLA       Air Force Other DoD DLA       Other DoD Navy      Other DoD
## [80368] Navy      Army      Army      Army      Other DoD Navy      Army     
## [80375] Other DoD Army      Navy      DLA       Army      Army      Army     
## [80382] Army      Army      Air Force Army      Army      Navy      Other DoD
## [80389] Navy      Army      Navy      DLA       Air Force Navy      Navy     
## [80396] DLA       Army      Navy      Air Force Navy      Navy      Navy     
## [80403] Navy      Army      Army      Army      Navy      Navy      Navy     
## [80410] Army      Air Force Army      Air Force Navy      Army      Air Force
## [80417] Air Force Air Force Navy      Navy      Navy      Air Force Navy     
## [80424] Other DoD DLA       Navy      Navy      Air Force Army      Army     
## [80431] Army      DLA       Army      Other DoD Other DoD Army      Navy     
## [80438] Navy      DLA       Other DoD Army      Navy      DLA       Navy     
## [80445] Army      Navy      Other DoD Other DoD Navy      DLA       Navy     
## [80452] Navy      Army      Air Force Navy      Army      Air Force Army     
## [80459] Navy      Navy      Army      DLA       Army      Army      Army     
## [80466] Navy      Air Force Navy      Other DoD Army      Air Force Other DoD
## [80473] Army      Army      DLA       Army      Army      Air Force Other DoD
## [80480] Other DoD Army      Army      Navy      Air Force Air Force Army     
## [80487] DLA       Air Force Navy      DLA       Air Force Air Force Army     
## [80494] Air Force Navy      Army      Army      Other DoD Air Force Navy     
## [80501] Air Force Navy      Army      Navy      Army      Army      Navy     
## [80508] Air Force Navy      Navy      Navy      Other DoD Navy      Air Force
## [80515] Army      Air Force Army      Navy      Other DoD Air Force Navy     
## [80522] Air Force Army      Air Force Navy      Army      Army      Air Force
## [80529] Army      Other DoD Army      Navy      DLA       DLA       DLA      
## [80536] DLA       Navy      Other DoD Army      DLA       DLA       Navy     
## [80543] Army      Army      Army      Navy      MDA       Air Force DLA      
## [80550] DLA       DLA       Air Force Navy      Air Force Other DoD Army     
## [80557] Navy      Navy      Navy      DLA       Other DoD DLA       Navy     
## [80564] Navy      Army      Navy      Army      Navy      Navy      Navy     
## [80571] DLA       Army      Army      Army      Army      Navy      DLA      
## [80578] Navy      Navy      Air Force Navy      Army      Army      Army     
## [80585] Other DoD Army      Navy      Air Force Navy      Army      Army     
## [80592] Navy      Air Force Air Force Navy      Navy      Navy      DLA      
## [80599] Other DoD Army      Navy      Air Force Air Force Navy      Army     
## [80606] Army      Air Force Air Force Navy      Air Force Army      Other DoD
## [80613] DLA       Navy      Army      Army      Navy      DLA       Other DoD
## [80620] Army      DLA       Air Force Army      Navy      Army      Navy     
## [80627] Navy      Air Force DLA       Army      Navy      Navy      Army     
## [80634] Army      DLA       Navy      Air Force Army      Navy      Other DoD
## [80641] Navy      Air Force Other DoD Army      DLA       Army      Army     
## [80648] DLA       Navy      Army      DLA       Army      Army      Air Force
## [80655] Army      Air Force DLA       Air Force Army      MDA       Army     
## [80662] Army      Army      Navy      Air Force MDA       Navy      DLA      
## [80669] Army      DLA       Navy      Navy      Army      Navy      Navy     
## [80676] Army      Army      Army      Other DoD Army      Army      Other DoD
## [80683] Navy      Army      Navy      Navy      Navy      Navy      Navy     
## [80690] DLA       Army      Army      Air Force Army      DLA       Army     
## [80697] Navy      Air Force Navy      Navy      Air Force Other DoD Other DoD
## [80704] Army      Air Force DLA       Air Force Navy      Army      Army     
## [80711] Navy      Navy      Army      Navy      Army      DLA       Air Force
## [80718] Navy      Navy      Army      DLA       DLA       Army      Army     
## [80725] DLA       Army      Navy      Air Force Other DoD Air Force Air Force
## [80732] Navy      Navy      Air Force DLA       Army      Navy      Army     
## [80739] Air Force Army      Navy      Air Force Navy      Army      Army     
## [80746] Army      Navy      DLA       DLA       Other DoD Army      Army     
## [80753] Other DoD Other DoD DLA       Air Force Army      DLA       Navy     
## [80760] Air Force Air Force Other DoD DLA       DLA       Navy      Army     
## [80767] Air Force Other DoD DLA       Army      DLA       Army      Army     
## [80774] Navy      Air Force Navy      Air Force Army      Other DoD Army     
## [80781] Army      Navy      Army      Air Force Air Force DLA       Air Force
## [80788] Army      Navy      Army      Army      Army      Other DoD Army     
## [80795] Other DoD Air Force Air Force DLA       DLA       Navy      Other DoD
## [80802] Air Force Army      DLA       DLA       Army      DLA       DLA      
## [80809] Army      Air Force Army      Army      Navy      Other DoD DLA      
## [80816] Other DoD Air Force Navy      Other DoD Navy      Army      Army     
## [80823] Navy      Air Force Navy      DLA       Army      Navy      Army     
## [80830] Other DoD Navy      Navy      Army      DLA       Navy      Navy     
## [80837] Army      Army      Air Force Army      Air Force Navy      Other DoD
## [80844] Army      Air Force DLA       Navy      Navy      Air Force DLA      
## [80851] DLA       Other DoD Navy      Air Force Air Force Army      DLA      
## [80858] Navy      Army      Navy      Army      Air Force Air Force Army     
## [80865] Navy      Air Force Army      Navy      Air Force Air Force Army     
## [80872] DLA       Navy      DLA       Navy      Air Force Navy      Army     
## [80879] Army      Army      Army      Army      Air Force Navy      Air Force
## [80886] Navy      Army      DLA       Air Force Army      Army      DLA      
## [80893] Navy      Army      Navy      Other DoD Army      Navy      Navy     
## [80900] Navy      Army      Air Force Air Force Navy      Air Force Other DoD
## [80907] Navy      Navy      Other DoD Army      Air Force Navy      Air Force
## [80914] Air Force Other DoD Navy      DLA       Other DoD Army      Air Force
## [80921] Other DoD Navy      Army      Army      DLA       Army      Army     
## [80928] Other DoD Other DoD Navy      Army      Navy      Army      Navy     
## [80935] Army      Navy      Air Force Army      Air Force Army      DLA      
## [80942] Army      Navy      Navy      Army      Navy      Other DoD Army     
## [80949] Air Force Air Force Navy      Other DoD MDA       Army      Army     
## [80956] Air Force DLA       Air Force Army      Navy      DLA       Air Force
## [80963] Air Force Air Force Air Force Army      Navy      DLA       Army     
## [80970] DLA       Other DoD DLA       Army      Army      DLA       Army     
## [80977] Navy      Army      Air Force DLA       Navy      Army      Navy     
## [80984] Navy      DLA       Navy      Air Force Army      Air Force Navy     
## [80991] Other DoD DLA       Navy      Navy      Other DoD Other DoD Air Force
## [80998] Army      Air Force DLA       Army      Air Force Army      DLA      
## [81005] Air Force Navy      Army      DLA       Air Force Air Force Air Force
## [81012] Army      Air Force DLA       Navy      Army      Army      Navy     
## [81019] Army      Army      DLA       DLA       Other DoD Navy      DLA      
## [81026] DLA       Army      Army      Navy      Navy      Navy      Air Force
## [81033] DLA       Navy      Air Force Navy      Army      Air Force Army     
## [81040] Navy      Navy      Army      DLA       Army      Army      Army     
## [81047] Army      Air Force Navy      Air Force Army      Navy      Air Force
## [81054] Other DoD Army      Navy      Army      Navy      Army      Air Force
## [81061] Army      Navy      DLA       Army      Navy      Navy      Air Force
## [81068] Other DoD Air Force DLA       DLA       Army      Army      Army     
## [81075] Army      Army      DLA       Air Force DLA       Navy      Army     
## [81082] Army      Air Force DLA       Navy      DLA       Army      Navy     
## [81089] Air Force Air Force Army      Navy      Air Force DLA       Army     
## [81096] Other DoD Navy      Navy      DLA       Army      Army      Army     
## [81103] Other DoD Other DoD Army      Other DoD Other DoD Navy      Air Force
## [81110] Navy      Army      DLA       DLA       Army      Army      Army     
## [81117] Other DoD Navy      Navy      Air Force Air Force Army      Other DoD
## [81124] Navy      DLA       Other DoD Air Force Army      Army      Army     
## [81131] DLA       Navy      Army      Army      Army      Air Force Other DoD
## [81138] DLA       Army      Air Force DLA       DLA       Army      Navy     
## [81145] DLA       Other DoD Army      Air Force Army      Army      Army     
## [81152] Army      Air Force DLA       Navy      Navy      Navy      Navy     
## [81159] Air Force Army      DLA       Air Force Army      Army      Air Force
## [81166] Navy      Army      Army      Air Force Navy      Other DoD Navy     
## [81173] Army      Army      DLA       Army      Navy      DLA       Army     
## [81180] Air Force Air Force Air Force Army      DLA       Air Force Army     
## [81187] Navy      Army      Army      Army      Air Force Navy      Army     
## [81194] DLA       Army      Army      Other DoD DLA       Navy      DLA      
## [81201] Navy      DLA       Army      Air Force MDA       Other DoD Army     
## [81208] Army      Navy      Army      Army      Air Force Air Force Navy     
## [81215] Air Force Other DoD Other DoD Army      Navy      Air Force Army     
## [81222] DLA       Army      Navy      Army      Air Force Army      Navy     
## [81229] Other DoD DLA       Army      DLA       DLA       Army      Navy     
## [81236] Army      Navy      Navy      DLA       Navy      Navy      Army     
## [81243] DLA       Army      Army      Navy      Army      Other DoD Navy     
## [81250] Other DoD Army      Navy      Navy      Navy      Army      Navy     
## [81257] Air Force Navy      DLA       DLA       Air Force Army      Navy     
## [81264] Air Force Army      Other DoD Army      Army      Army      Navy     
## [81271] DLA       Navy      Navy      DLA       Navy      Army      Air Force
## [81278] Army      Army      DLA       Navy      DLA       Air Force Army     
## [81285] Army      Army      Navy      Other DoD Army      Army      Army     
## [81292] Navy      Air Force DLA       Navy      Navy      Army      Army     
## [81299] DLA       Army      Other DoD Navy      Army      Other DoD Air Force
## [81306] Other DoD Air Force Air Force Army      Other DoD DLA       Navy     
## [81313] Air Force Navy      DLA       Army      Other DoD Air Force DLA      
## [81320] Army      Air Force Navy      Navy      Other DoD Other DoD Army     
## [81327] Navy      Other DoD DLA       Navy      Army      Army      Navy     
## [81334] Army      DLA       Navy      Navy      Army      Other DoD Air Force
## [81341] Navy      Air Force Other DoD Air Force Navy      Navy      DLA      
## [81348] Army      DLA       Air Force Navy      DLA       DLA       DLA      
## [81355] Air Force Army      Air Force Air Force Army      Army      Navy     
## [81362] Air Force Army      Other DoD DLA       Other DoD Army      Army     
## [81369] Air Force Navy      Navy      Air Force DLA       Army      DLA      
## [81376] Navy      Other DoD Army      DLA       Navy      Navy      DLA      
## [81383] Navy      Navy      Army      Army      Navy      DLA       Army     
## [81390] Air Force Army      Army      DLA       Navy      Navy      Navy     
## [81397] Army      Other DoD Air Force Navy      Other DoD Navy      Air Force
## [81404] Navy      Navy      DLA       Army      Navy      Navy      Army     
## [81411] Air Force Navy      Army      Army      Navy      Army      Navy     
## [81418] Army      Army      Other DoD DLA       Army      Navy      Navy     
## [81425] DLA       DLA       DLA       Air Force Army      Navy      Air Force
## [81432] Navy      Army      Navy      Air Force DLA       DLA       Air Force
## [81439] Army      Air Force Navy      DLA       Navy      Air Force Navy     
## [81446] Army      Army      Navy      Army      Air Force DLA       Air Force
## [81453] Army      Air Force Navy      Air Force Army      Army      Navy     
## [81460] DLA       DLA       DLA       Air Force Army      Other DoD Army     
## [81467] DLA       Army      Army      Army      Other DoD Navy      Army     
## [81474] Army      Other DoD DLA       Army      Navy      DLA       Air Force
## [81481] Army      Navy      Air Force Army      Other DoD Navy      Army     
## [81488] DLA       Navy      Navy      Navy      DLA       Other DoD DLA      
## [81495] DLA       Other DoD Navy      Army      DLA       Air Force Other DoD
## [81502] DLA       Navy      Navy      Army      Army      Army      Navy     
## [81509] Army      Air Force Army      Army      Navy      Army      Air Force
## [81516] Army      Army      Other DoD Navy      Navy      Army      Navy     
## [81523] Army      Navy      Navy      Army      DLA       Army      Other DoD
## [81530] Army      DLA       Navy      Navy      Air Force Air Force Navy     
## [81537] Army      DLA       DLA       Navy      DLA       Army      Navy     
## [81544] Navy      Navy      Army      Navy      Navy      Navy      Navy     
## [81551] Navy      Navy      Other DoD Navy      DLA       Navy      Air Force
## [81558] Army      Air Force Army      Other DoD Army      Air Force Army     
## [81565] Air Force Army      Navy      Army      Other DoD Navy      Army     
## [81572] Army      Air Force Air Force Air Force DLA       Navy      Army     
## [81579] Air Force DLA       Army      DLA       Navy      Air Force DLA      
## [81586] DLA       Air Force Army      Army      DLA       Navy      Navy     
## [81593] Air Force DLA       Army      Navy      Navy      Air Force Army     
## [81600] DLA       Navy      Army      Navy      Other DoD Navy      Navy     
## [81607] Air Force DLA       DLA       Other DoD Navy      Other DoD DLA      
## [81614] Navy      Air Force Other DoD Navy      Army      Navy      Army     
## [81621] Navy      Navy      Army      Army      Other DoD DLA       Air Force
## [81628] Air Force Navy      Navy      Other DoD Navy      Army      Other DoD
## [81635] Army      DLA       Army      DLA       Army      Army      Navy     
## [81642] Air Force Air Force Navy      Air Force Other DoD Air Force DLA      
## [81649] Army      Other DoD Navy      Navy      Navy      Air Force Navy     
## [81656] Air Force DLA       Navy      Navy      Navy      DLA       Navy     
## [81663] Army      Other DoD Navy      Navy      Army      Navy      Navy     
## [81670] Navy      Navy      Air Force DLA       Air Force Army      Army     
## [81677] DLA       Army      Air Force Air Force Army      DLA       Air Force
## [81684] Army      DLA       Navy      Army      Army      Other DoD Navy     
## [81691] Air Force Army      Air Force Army      Army      Navy      Navy     
## [81698] Navy      Navy      Army      Other DoD Navy      DLA       Army     
## [81705] DLA       DLA       Navy      Army      Army      Air Force Air Force
## [81712] Army      Other DoD Army      DLA       Navy      Army      Army     
## [81719] Air Force Navy      Army      Air Force Air Force DLA       Air Force
## [81726] Army      DLA       Army      Other DoD Army      Air Force Air Force
## [81733] Army      Navy      Navy      Air Force Army      Navy      Army     
## [81740] DLA       Navy      Navy      Army      Army      Army      Navy     
## [81747] Navy      Air Force Navy      Other DoD Navy      Air Force Air Force
## [81754] Other DoD Air Force Army      Other DoD Other DoD Army      DLA      
## [81761] Army      Navy      Army      Navy      DLA       Air Force DLA      
## [81768] DLA       Army      Air Force Army      DLA       Army      Other DoD
## [81775] DLA       Navy      Other DoD Navy      Air Force Army      Army     
## [81782] Army      Army      Army      Air Force DLA       Other DoD Navy     
## [81789] DLA       Other DoD Other DoD Other DoD Air Force Navy      Army     
## [81796] Navy      Air Force Navy      Air Force Air Force Army      Navy     
## [81803] Army      Army      Navy      Army      Other DoD Army      Air Force
## [81810] Navy      Navy      Air Force DLA       Navy      Navy      Navy     
## [81817] Navy      Army      Army      Other DoD Navy      Army      DLA      
## [81824] Other DoD DLA       Other DoD Navy      DLA       DLA       Air Force
## [81831] Army      DLA       Army      Army      Army      Army      Navy     
## [81838] DLA       Air Force Air Force Army      Army      DLA       Army     
## [81845] Air Force Army      Navy      Army      Navy      Army      Army     
## [81852] Navy      Navy      Air Force Army      Army      MDA       Navy     
## [81859] DLA       Army      Army      Army      Navy      Navy      Army     
## [81866] Other DoD Army      Other DoD Navy      DLA       Navy      Other DoD
## [81873] DLA       Other DoD Navy      Air Force Army      Army      Air Force
## [81880] Army      DLA       Navy      Navy      Army      Other DoD Navy     
## [81887] Army      Other DoD DLA       Army      Air Force Army      Air Force
## [81894] DLA       Air Force Air Force Navy      Air Force Air Force Navy     
## [81901] DLA       Other DoD DLA       Air Force Air Force Other DoD DLA      
## [81908] DLA       Navy      Army      DLA       DLA       Navy      Air Force
## [81915] Navy      Navy      DLA       Other DoD Army      Other DoD DLA      
## [81922] Army      Army      DLA       Air Force Army      Navy      Army     
## [81929] Air Force Other DoD Army      Army      Army      Navy      DLA      
## [81936] Army      Navy      Army      Navy      Army      Army      Air Force
## [81943] Army      Other DoD Air Force DLA       DLA       Navy      Army     
## [81950] Army      Army      Air Force Air Force Navy      Air Force DLA      
## [81957] Air Force DLA       Navy      Air Force Navy      Other DoD Other DoD
## [81964] DLA       Air Force Army      Navy      Air Force Navy      Army     
## [81971] Air Force DLA       Navy      Navy      Air Force Air Force DLA      
## [81978] Air Force DLA       Air Force Army      Navy      Air Force Army     
## [81985] Army      Navy      Army      Navy      Army      Air Force DLA      
## [81992] DLA       Other DoD DLA       Other DoD Air Force DLA       Navy     
## [81999] Navy      Air Force Army      Air Force Navy      DLA       Navy     
## [82006] DLA       Army      DLA       Air Force Navy      Navy      Air Force
## [82013] Army      DLA       Army      Air Force Other DoD DLA       Air Force
## [82020] Air Force Army      Navy      Army      Army      Army      Air Force
## [82027] Other DoD Navy      Army      Air Force Other DoD Navy      Navy     
## [82034] Air Force Navy      Air Force Other DoD Navy      Army      Army     
## [82041] Air Force Air Force Navy      Air Force Air Force Navy      DLA      
## [82048] Navy      Army      DLA       Air Force DLA       Army      Air Force
## [82055] DLA       Air Force Army      Army      Army      DLA       Army     
## [82062] Air Force Army      Navy      Army      Army      Navy      Navy     
## [82069] Navy      MDA       Army      Navy      Army      Navy      Navy     
## [82076] Navy      Navy      Army      Army      Navy      Navy      Navy     
## [82083] Navy      Navy      Air Force Other DoD DLA       Army      Air Force
## [82090] DLA       Army      Army      Army      Other DoD DLA       Army     
## [82097] Navy      Air Force Other DoD Army      DLA       Army      DLA      
## [82104] Army      Other DoD Army      Navy      Army      Army      Navy     
## [82111] Navy      Navy      DLA       Air Force Navy      Air Force Air Force
## [82118] Army      Air Force Army      Navy      Army      Air Force Navy     
## [82125] Navy      Air Force Army      DLA       Army      Navy      Army     
## [82132] DLA       Army      Army      Air Force Air Force Air Force DLA      
## [82139] Navy      Air Force DLA       Air Force Air Force Army      Army     
## [82146] Army      Army      Air Force Army      Navy      DLA       Army     
## [82153] Air Force Air Force Other DoD Air Force Air Force Navy      Other DoD
## [82160] Air Force Navy      Navy      Other DoD Other DoD Air Force Air Force
## [82167] DLA       Air Force Air Force Army      Army      Army      Navy     
## [82174] Other DoD Air Force DLA       Army      Army      Air Force Army     
## [82181] Other DoD Army      Navy      Army      Army      Air Force Navy     
## [82188] Army      DLA       Navy      Army      DLA       Other DoD DLA      
## [82195] Navy      DLA       Air Force Navy      Navy      Army      Army     
## [82202] DLA       Army      Navy      Army      Navy      Army      Air Force
## [82209] Army      DLA       Army      Air Force Army      Army      Other DoD
## [82216] Navy      Navy      DLA       Navy      Army      Navy      Navy     
## [82223] Air Force Army      Navy      DLA       DLA       Other DoD DLA      
## [82230] DLA       Army      Air Force Army      Army      Navy      Other DoD
## [82237] Air Force Air Force Army      Army      Army      Other DoD Navy     
## [82244] Army      Navy      Navy      Navy      Other DoD Navy      Army     
## [82251] Air Force Other DoD Army      DLA       DLA       Army      Army     
## [82258] Army      Navy      Other DoD Navy      Army      Air Force Army     
## [82265] Navy      Army      Army      Air Force Navy      Other DoD Air Force
## [82272] Navy      DLA       Army      Army      Navy      Navy      Other DoD
## [82279] DLA       Navy      DLA       Army      DLA       Navy      Air Force
## [82286] Air Force DLA       Army      Air Force Army      MDA       Air Force
## [82293] Army      Army      Air Force Navy      Navy      Navy      Other DoD
## [82300] DLA       Army      Navy      Navy      Army      Navy      Army     
## [82307] Air Force Army      Air Force Army      Army      Navy      Air Force
## [82314] DLA       Army      Army      DLA       Air Force Army      Navy     
## [82321] Army      Navy      Navy      Army      Army      DLA       Army     
## [82328] Navy      Air Force Other DoD Air Force DLA       Army      Other DoD
## [82335] Navy      Navy      Air Force Air Force Air Force Navy      Navy     
## [82342] Army      Navy      Army      Army      Air Force Navy      Navy     
## [82349] Air Force Air Force Army      Air Force Navy      Navy      DLA      
## [82356] Navy      DLA       Army      Air Force Navy      Army      Navy     
## [82363] Other DoD Air Force Navy      Navy      Army      Navy      Air Force
## [82370] Army      DLA       Army      Army      Air Force Other DoD Army     
## [82377] DLA       Air Force Navy      Air Force Navy      Air Force Army     
## [82384] Army      DLA       Army      Army      Army      Air Force Army     
## [82391] Navy      Army      DLA       Navy      Army      Other DoD Army     
## [82398] Other DoD Air Force Other DoD Army      Army      Navy      Air Force
## [82405] Army      Army      Army      Air Force Army      Other DoD Navy     
## [82412] Other DoD Air Force Navy      Army      DLA       Air Force Navy     
## [82419] Army      Air Force Navy      DLA       Air Force Air Force Army     
## [82426] Navy      Air Force Army      Navy      Army      Other DoD Army     
## [82433] Navy      Navy      Air Force Army      Air Force Army      Air Force
## [82440] Air Force Navy      Army      DLA       DLA       Army      Army     
## [82447] Other DoD Army      Air Force Army      Air Force Air Force Other DoD
## [82454] DLA       Army      Air Force Navy      DLA       Navy      Army     
## [82461] Navy      Air Force Navy      Army      Army      Navy      Air Force
## [82468] Army      Army      Other DoD Air Force DLA       Army      Army     
## [82475] DLA       Other DoD Air Force Other DoD Army      DLA       Navy     
## [82482] Army      Army      Navy      Navy      Other DoD Navy      Army     
## [82489] Air Force Navy      Navy      Navy      Other DoD Navy      Other DoD
## [82496] Army      DLA       Army      Army      Army      Other DoD Navy     
## [82503] Army      Navy      Navy      DLA       Navy      Navy      DLA      
## [82510] Navy      DLA       Army      Navy      Air Force Army      DLA      
## [82517] Army      Other DoD Army      Army      Army      Army      Army     
## [82524] Army      DLA       Army      Navy      Navy      DLA       Navy     
## [82531] Air Force Air Force Army      Army      Other DoD DLA       Other DoD
## [82538] Other DoD Air Force Navy      Army      Army      DLA       Navy     
## [82545] Navy      Air Force Navy      DLA       Navy      DLA       Army     
## [82552] Air Force Navy      Navy      Navy      Navy      Other DoD DLA      
## [82559] Army      Army      Army      Army      Navy      Army      Army     
## [82566] Army      Army      Army      DLA       Navy      Other DoD Navy     
## [82573] Navy      Navy      Army      Army      Air Force Army      Army     
## [82580] Army      Navy      Army      Army      Navy      Army      Navy     
## [82587] DLA       Army      Air Force Other DoD DLA       Navy      DLA      
## [82594] Army      DLA       Navy      Air Force Air Force Navy      Other DoD
## [82601] Air Force Navy      Army      Army      Army      Army      Army     
## [82608] Other DoD Navy      Navy      DLA       Navy      Other DoD Air Force
## [82615] Other DoD Navy      Navy      Air Force Navy      Air Force Navy     
## [82622] Army      Other DoD Army      Other DoD Army      DLA       Navy     
## [82629] Army      Air Force Navy      Army      Army      Army      Air Force
## [82636] Air Force Army      Army      Army      Navy      Air Force Navy     
## [82643] Navy      Army      Other DoD Army      Army      DLA       Other DoD
## [82650] Army      Army      DLA       Army      Army      Navy      Other DoD
## [82657] Air Force Army      Navy      Air Force Navy      Navy      DLA      
## [82664] Army      Air Force DLA       Army      Air Force Air Force Other DoD
## [82671] Other DoD Navy      Air Force Army      Navy      Other DoD Army     
## [82678] Army      DLA       Other DoD Air Force Navy      Navy      Army     
## [82685] DLA       Air Force Navy      Navy      DLA       Navy      Other DoD
## [82692] Other DoD Army      Air Force Navy      Navy      Navy      Army     
## [82699] Air Force Other DoD Army      Air Force Air Force DLA       Army     
## [82706] Army      Air Force Army      Other DoD Army      Army      Army     
## [82713] Navy      Army      Army      Army      Navy      Other DoD Army     
## [82720] DLA       Army      Navy      Army      Navy      Navy      Army     
## [82727] DLA       Air Force Air Force Army      Army      Navy      Air Force
## [82734] Army      Air Force Other DoD Army      Navy      Navy      Army     
## [82741] Army      Army      Other DoD Navy      Air Force Navy      Army     
## [82748] DLA       Army      Navy      Army      Army      Army      Army     
## [82755] Navy      Navy      Navy      Air Force Army      Army      Other DoD
## [82762] Army      Navy      Army      Air Force Navy      Other DoD DLA      
## [82769] Army      Other DoD Other DoD Navy      Air Force Other DoD Other DoD
## [82776] Air Force Other DoD Army      Army      Navy      Navy      DLA      
## [82783] Navy      DLA       Navy      Other DoD Army      Army      Other DoD
## [82790] Other DoD Air Force Navy      Army      Navy      Other DoD Army     
## [82797] Army      Navy      Army      Army      Navy      Other DoD Air Force
## [82804] DLA       Navy      DLA       DLA       Army      Army      Army     
## [82811] Navy      DLA       DLA       Air Force Army      Navy      Army     
## [82818] Army      DLA       DLA       Navy      Army      DLA       Other DoD
## [82825] Army      DLA       Navy      Other DoD Navy      Navy      Air Force
## [82832] Army      Navy      Air Force Other DoD DLA       Navy      Navy     
## [82839] Army      Air Force Navy      Army      DLA       Navy      Army     
## [82846] Air Force Army      Army      Navy      Army      Army      Army     
## [82853] Army      DLA       Air Force Navy      Army      Army      Other DoD
## [82860] Air Force Army      Army      DLA       Air Force Navy      Army     
## [82867] Navy      Air Force Navy      Army      Army      Air Force Navy     
## [82874] Army      Army      Air Force Army      Army      DLA       Air Force
## [82881] Air Force Navy      Navy      Navy      Air Force Air Force Air Force
## [82888] Navy      Army      Other DoD Army      DLA       Navy      Navy     
## [82895] Army      Navy      Navy      Army      Navy      DLA       Air Force
## [82902] DLA       Other DoD DLA       Air Force Army      Navy      Navy     
## [82909] DLA       DLA       Army      Navy      Army      DLA       Air Force
## [82916] MDA       Air Force Navy      DLA       Air Force Navy      Navy     
## [82923] Army      Other DoD Army      Air Force DLA       Air Force Air Force
## [82930] Navy      Navy      Navy      Army      Army      Navy      DLA      
## [82937] Navy      Navy      Other DoD Air Force Army      Army      Army     
## [82944] Army      Other DoD Other DoD Army      Army      DLA       Other DoD
## [82951] Navy      Army      Army      Army      Army      Army      Other DoD
## [82958] DLA       Army      Navy      Navy      Air Force Army      Navy     
## [82965] Air Force DLA       Navy      Navy      Navy      Other DoD Other DoD
## [82972] Navy      Air Force Navy      Air Force Other DoD DLA       DLA      
## [82979] Navy      Army      DLA       Navy      Other DoD Navy      DLA      
## [82986] Air Force Army      Army      Air Force Other DoD Navy      Army     
## [82993] Navy      Army      Army      Army      Navy      Air Force Other DoD
## [83000] Other DoD DLA       Navy      Navy      Army      DLA       Army     
## [83007] Army      Other DoD DLA       Army      Army      Air Force Navy     
## [83014] Navy      Other DoD Navy      Air Force DLA       Other DoD Navy     
## [83021] Other DoD Navy      DLA       DLA       Army      DLA       Army     
## [83028] Other DoD DLA       DLA       Air Force Air Force Air Force Army     
## [83035] Navy      Army      Army      Army      Army      Air Force Other DoD
## [83042] Air Force Air Force Air Force Navy      Army      Army      Army     
## [83049] Air Force Navy      Army      Navy      Navy      Army      Army     
## [83056] DLA       Navy      Air Force Army      Air Force Navy      DLA      
## [83063] DLA       DLA       Air Force Air Force Air Force DLA       Navy     
## [83070] Navy      Army      Army      Navy      Navy      Army      DLA      
## [83077] Navy      Army      Air Force Other DoD Air Force Air Force Navy     
## [83084] Air Force Other DoD Army      Navy      DLA       Other DoD Navy     
## [83091] Navy      DLA       Army      Navy      Army      Navy      Navy     
## [83098] Other DoD DLA       Army      Other DoD Navy      DLA       DLA      
## [83105] Navy      Air Force Army      Army      Army      Air Force Air Force
## [83112] Other DoD Other DoD Army      Army      Navy      Army      Navy     
## [83119] Other DoD Army      Navy      Navy      Navy      Other DoD Army     
## [83126] Army      Army      Navy      Navy      Army      Air Force Army     
## [83133] Other DoD Air Force Army      Army      Army      Air Force Navy     
## [83140] Navy      Army      Other DoD Air Force Navy      Navy      Navy     
## [83147] DLA       Navy      Army      Other DoD Navy      DLA       Navy     
## [83154] Navy      MDA       Air Force Navy      MDA       Other DoD Army     
## [83161] Navy      DLA       Air Force Navy      Air Force Army      Army     
## [83168] Air Force Army      Other DoD Other DoD DLA       Navy      Air Force
## [83175] DLA       DLA       Army      Army      Army      DLA       Navy     
## [83182] Navy      Army      Navy      Air Force Army      Air Force Army     
## [83189] Air Force Navy      DLA       Army      Navy      Navy      Navy     
## [83196] Army      Army      Navy      Air Force Air Force Navy      Navy     
## [83203] Other DoD Navy      Air Force Army      Air Force Air Force Navy     
## [83210] Navy      Other DoD Air Force Army      Army      Navy      DLA      
## [83217] Army      Navy      DLA       Air Force Army      Army      Army     
## [83224] Navy      DLA       Army      DLA       Army      Air Force Army     
## [83231] Navy      Air Force Air Force Army      Army      Navy      Navy     
## [83238] Other DoD Army      Other DoD Army      DLA       Air Force Navy     
## [83245] Other DoD Navy      Other DoD Navy      DLA       Navy      Navy     
## [83252] Air Force DLA       Air Force Army      Air Force Army      Navy     
## [83259] Army      Navy      Navy      Navy      Navy      Air Force Navy     
## [83266] Army      Army      Army      Other DoD Army      Other DoD Army     
## [83273] Navy      DLA       Army      Navy      Air Force Army      Navy     
## [83280] Air Force Navy      DLA       Air Force Navy      Other DoD DLA      
## [83287] Navy      DLA       Army      Air Force Navy      Other DoD Other DoD
## [83294] Army      DLA       Other DoD Air Force Navy      Army      Other DoD
## [83301] Army      Air Force Navy      Navy      Air Force Army      Other DoD
## [83308] Navy      Army      Army      Navy      DLA       Army      DLA      
## [83315] Army      Army      DLA       Army      Army      Navy      Navy     
## [83322] Navy      Air Force Navy      Army      Navy      Air Force Air Force
## [83329] Navy      Air Force Air Force Navy      Navy      Army      Navy     
## [83336] Navy      Air Force DLA       Army      Navy      Army      Army     
## [83343] Army      Air Force Air Force Other DoD Army      Navy      Navy     
## [83350] Army      Navy      DLA       Navy      DLA       Navy      Other DoD
## [83357] Army      Air Force Navy      Air Force Army      Army      Air Force
## [83364] DLA       DLA       Navy      Air Force Navy      Army      Other DoD
## [83371] Army      Army      Other DoD Army      Army      Navy      Air Force
## [83378] DLA       Navy      Navy      Air Force Air Force Army      Navy     
## [83385] Other DoD Navy      Army      DLA       Air Force Army      Air Force
## [83392] Navy      Army      Army      Air Force Air Force Navy      Air Force
## [83399] DLA       Other DoD Army      Other DoD Air Force Air Force Air Force
## [83406] Army      Navy      Other DoD Army      Navy      Navy      Army     
## [83413] Navy      DLA       Air Force Other DoD Air Force Army      Navy     
## [83420] Air Force Air Force Army      Other DoD Army      DLA       Navy     
## [83427] Army      Air Force DLA       Navy      Army      Navy      Navy     
## [83434] Army      Navy      Army      Other DoD Army      Navy      Army     
## [83441] Air Force Army      Other DoD Navy      Army      Army      Air Force
## [83448] Navy      Army      Army      Army      Other DoD Navy      Army     
## [83455] Army      Army      Air Force Army      Navy      Other DoD Army     
## [83462] Army      Army      Navy      Air Force Navy      Army      Army     
## [83469] DLA       Navy      Army      Army      Air Force Army      Army     
## [83476] Air Force Air Force Navy      Other DoD Army      Army      Air Force
## [83483] Other DoD Navy      Navy      Navy      Air Force Army      DLA      
## [83490] DLA       DLA       DLA       Army      Air Force Army      Navy     
## [83497] Other DoD Air Force Army      DLA       Navy      Air Force Army     
## [83504] Navy      Army      Army      Navy      Other DoD Army      Air Force
## [83511] Army      Army      Air Force Navy      Navy      DLA       Navy     
## [83518] Air Force Army      Army      Navy      Navy      Army      Other DoD
## [83525] Army      Army      Air Force Army      DLA       Army      Navy     
## [83532] Air Force Army      Army      DLA       Air Force Navy      Other DoD
## [83539] DLA       DLA       Navy      DLA       Air Force Air Force Navy     
## [83546] Other DoD Army      Other DoD Army      Air Force Army      Army     
## [83553] Navy      Navy      DLA       Army      Army      Air Force DLA      
## [83560] Air Force Army      Navy      Navy      Navy      Navy      Army     
## [83567] DLA       Air Force Air Force Navy      Army      Air Force Army     
## [83574] DLA       Navy      DLA       Air Force Navy      Army      Navy     
## [83581] Air Force Air Force Air Force Army      Army      Army      Navy     
## [83588] Navy      DLA       Air Force Army      Army      Navy      Air Force
## [83595] Army      Air Force Navy      Army      Army      Other DoD Other DoD
## [83602] Army      Air Force Army      Army      Air Force Army      Air Force
## [83609] Army      Army      Army      Air Force DLA       Navy      Navy     
## [83616] Navy      Navy      Army      Navy      Army      Army      Air Force
## [83623] Army      DLA       Navy      DLA       Air Force Other DoD Army     
## [83630] Army      Army      Navy      Army      Army      DLA       Navy     
## [83637] Navy      DLA       Air Force Army      Navy      Army      Other DoD
## [83644] Other DoD Army      Navy      Air Force Air Force Navy      Other DoD
## [83651] Air Force DLA       Navy      Air Force MDA       DLA       Navy     
## [83658] Navy      Air Force Army      Air Force DLA       Army      Army     
## [83665] Navy      DLA       DLA       Navy      DLA       Army      Army     
## [83672] Air Force Other DoD Army      Navy      Air Force Navy      Navy     
## [83679] Navy      Navy      Army      Air Force Army      DLA       Navy     
## [83686] Army      Army      Army      Air Force DLA       DLA       Army     
## [83693] Air Force Army      Navy      Navy      DLA       Army      Air Force
## [83700] Navy      Air Force Army      Army      Army      Army      Army     
## [83707] Navy      Navy      Other DoD Air Force Navy      Air Force DLA      
## [83714] Army      Air Force DLA       Army      DLA       Army      Air Force
## [83721] Navy      DLA       Navy      DLA       Army      Navy      Air Force
## [83728] DLA       Air Force Army      Army      Army      Navy      Air Force
## [83735] Other DoD Navy      Army      Army      Army      DLA       Navy     
## [83742] Air Force Air Force DLA       Other DoD Army      Army      Army     
## [83749] Army      Navy      Air Force Army      Army      Army      Army     
## [83756] Navy      Other DoD Other DoD Air Force DLA       Other DoD Navy     
## [83763] Navy      Army      Army      Air Force Navy      Navy      Army     
## [83770] Navy      Army      Navy      Army      Navy      Army      Navy     
## [83777] DLA       Navy      Navy      Army      DLA       Air Force Army     
## [83784] Navy      Army      Navy      Air Force Navy      Army      Army     
## [83791] DLA       Other DoD Navy      Navy      Army      Army      Navy     
## [83798] DLA       Other DoD Other DoD Navy      Other DoD Army      Army     
## [83805] Air Force Navy      DLA       Army      Army      Air Force Other DoD
## [83812] Navy      Army      Air Force Navy      Army      Army      Air Force
## [83819] Air Force DLA       DLA       Other DoD Navy      Army      Air Force
## [83826] Navy      Air Force Other DoD DLA       Army      Navy      Army     
## [83833] Air Force Air Force Air Force Army      Navy      DLA       DLA      
## [83840] DLA       Army      Army      Navy      Army      Navy      Army     
## [83847] DLA       Navy      DLA       Army      Navy      Other DoD DLA      
## [83854] DLA       Navy      DLA       Other DoD Army      Navy      Navy     
## [83861] Navy      Other DoD Air Force Navy      Army      Army      Navy     
## [83868] Air Force Army      Navy      Navy      DLA       Navy      Air Force
## [83875] Navy      Air Force Navy      Other DoD Other DoD Army      Army     
## [83882] Navy      Army      Army      Navy      Army      Army      DLA      
## [83889] Navy      Air Force Army      Air Force Army      Army      DLA      
## [83896] Navy      Army      Other DoD Army      Army      Air Force Other DoD
## [83903] Navy      Air Force Air Force Navy      Army      DLA       Army     
## [83910] Air Force Army      Navy      Air Force Air Force Army      Navy     
## [83917] DLA       Army      Army      Army      Air Force Air Force DLA      
## [83924] Air Force Army      Navy      Other DoD Army      Navy      Army     
## [83931] Other DoD Air Force Navy      DLA       Other DoD Army      Army     
## [83938] Other DoD Army      Navy      Air Force Army      Other DoD DLA      
## [83945] Army      Air Force Air Force Army      Navy      Other DoD Navy     
## [83952] Other DoD Air Force Army      Other DoD Army      Other DoD DLA      
## [83959] Air Force Air Force Other DoD Navy      DLA       Air Force Navy     
## [83966] Army      DLA       Army      Navy      DLA       Army      Air Force
## [83973] Navy      Army      Army      Army      Other DoD Air Force Air Force
## [83980] Navy      Other DoD Air Force DLA       Navy      MDA       DLA      
## [83987] Air Force Army      Army      Army      Air Force Army      DLA      
## [83994] Army      Army      Air Force Other DoD Navy      Air Force Army     
## [84001] Navy      Navy      Army      Air Force Navy      Navy      Other DoD
## [84008] Other DoD Army      Army      Army      Army      Navy      DLA      
## [84015] Army      Army      Navy      DLA       DLA       DLA       Navy     
## [84022] Other DoD Navy      Other DoD Army      Navy      Navy      Army     
## [84029] Air Force Navy      Army      Air Force Navy      Other DoD Navy     
## [84036] Navy      Other DoD Army      Navy      DLA       Army      Navy     
## [84043] Navy      DLA       DLA       Navy      Navy      Navy      Army     
## [84050] DLA       Army      DLA       Navy      Navy      Army      Army     
## [84057] Army      Air Force Army      Navy      DLA       Navy      Army     
## [84064] Air Force DLA       Army      Navy      Navy      Other DoD Army     
## [84071] Navy      Navy      Army      Navy      DLA       Army      Army     
## [84078] Army      DLA       DLA       Air Force DLA       Army      Navy     
## [84085] DLA       Navy      Navy      Army      DLA       Air Force Army     
## [84092] Other DoD Air Force Army      Army      Navy      Navy      Navy     
## [84099] Other DoD DLA       Navy      Other DoD DLA       Navy      Air Force
## [84106] Air Force Army      Navy      Army      Army      Navy      Army     
## [84113] Air Force MDA       Army      Air Force Other DoD Air Force DLA      
## [84120] Army      Army      Army      Other DoD Navy      Other DoD Army     
## [84127] Navy      Navy      Navy      Air Force Other DoD Army      Air Force
## [84134] Army      Air Force Air Force Navy      Navy      Navy      Other DoD
## [84141] Navy      Navy      DLA       Army      Navy      DLA       DLA      
## [84148] Army      DLA       Air Force Army      Air Force Army      Navy     
## [84155] Air Force Army      Other DoD Navy      DLA       Air Force Army     
## [84162] Other DoD Other DoD Navy      Army      Army      Navy      MDA      
## [84169] Air Force Other DoD Navy      Navy      Army      Other DoD Air Force
## [84176] Army      Navy      Army      Navy      DLA       Other DoD DLA      
## [84183] Army      DLA       Army      DLA       Air Force Army      DLA      
## [84190] Air Force Army      Army      Army      Other DoD Navy      Navy     
## [84197] Army      DLA       Army      Navy      Navy      Air Force Army     
## [84204] Navy      Army      Navy      Other DoD Navy      Navy      Navy     
## [84211] Air Force Navy      Air Force Army      Army      Air Force Army     
## [84218] Navy      Navy      Army      Army      DLA       Air Force Other DoD
## [84225] Navy      Navy      Navy      Navy      Other DoD Air Force Air Force
## [84232] Navy      DLA       DLA       Army      Air Force Navy      DLA      
## [84239] Navy      DLA       Other DoD Navy      Other DoD Air Force Army     
## [84246] Other DoD Army      Army      Army      Air Force Navy      Army     
## [84253] Air Force Navy      Army      Army      DLA       Navy      Army     
## [84260] DLA       Army      Air Force Air Force Army      Navy      DLA      
## [84267] Air Force Air Force Army      DLA       Other DoD Other DoD Army     
## [84274] Army      DLA       Air Force Army      Navy      DLA       Air Force
## [84281] Army      Navy      Other DoD Navy      Navy      Air Force Navy     
## [84288] Army      Air Force Navy      DLA       DLA       Army      Navy     
## [84295] Navy      DLA       DLA       DLA       Army      Air Force Navy     
## [84302] Navy      Navy      DLA       Army      Army      Army      Navy     
## [84309] Army      Army      Air Force Air Force Army      Other DoD Navy     
## [84316] Army      Army      Navy      Army      DLA       Army      DLA      
## [84323] Air Force Army      Other DoD Army      Army      DLA       DLA      
## [84330] Navy      Air Force Navy      Navy      Air Force DLA       Other DoD
## [84337] Army      Navy      DLA       Navy      Navy      DLA       Navy     
## [84344] DLA       Army      Navy      Navy      Navy      Navy      Air Force
## [84351] Army      Army      Air Force Navy      Other DoD Air Force Army     
## [84358] Army      Army      Army      DLA       Army      Army      Army     
## [84365] Air Force Navy      Army      Air Force Other DoD Navy      Army     
## [84372] Navy      Navy      Navy      Army      Army      Navy      Army     
## [84379] Navy      Navy      Air Force Navy      Army      Air Force DLA      
## [84386] DLA       Army      Air Force Other DoD Army      Army      Army     
## [84393] Army      Air Force Navy      Army      Navy      DLA       Navy     
## [84400] Army      Navy      Army      Army      Air Force Army      Other DoD
## [84407] Army      DLA       Army      Other DoD Air Force Navy      Air Force
## [84414] Other DoD DLA       Navy      Navy      DLA       Army      Air Force
## [84421] Other DoD Navy      Air Force Navy      Air Force DLA       Army     
## [84428] Army      Air Force Navy      Navy      Army      Air Force Army     
## [84435] DLA       DLA       Navy      Navy      Other DoD DLA       Other DoD
## [84442] Army      Navy      Air Force Army      Army      Army      DLA      
## [84449] Navy      Army      Army      DLA       Other DoD Navy      Army     
## [84456] DLA       Army      Army      Air Force Army      Other DoD DLA      
## [84463] Army      DLA       Army      Air Force Army      Air Force Navy     
## [84470] Air Force Air Force DLA       Air Force Navy      DLA       Army     
## [84477] Other DoD Army      Army      Navy      Air Force Air Force Army     
## [84484] Army      Navy      Navy      Navy      Other DoD Army      Army     
## [84491] Air Force Air Force Army      Navy      Army      Navy      Army     
## [84498] Navy      Other DoD Army      Other DoD Navy      Army      Navy     
## [84505] Air Force Army      Army      Navy      Army      Other DoD Air Force
## [84512] Army      Navy      Navy      Army      DLA       Navy      DLA      
## [84519] Air Force Army      Navy      Army      DLA       Army      DLA      
## [84526] Other DoD Navy      Navy      Navy      Navy      Army      Navy     
## [84533] Air Force Navy      Air Force Air Force Navy      Navy      Army     
## [84540] Army      DLA       DLA       DLA       DLA       DLA       Army     
## [84547] Navy      Navy      Other DoD Navy      Navy      Army      DLA      
## [84554] Navy      Navy      DLA       Army      Army      Air Force Navy     
## [84561] Navy      DLA       Navy      Navy      Air Force Air Force Air Force
## [84568] Air Force Navy      Air Force Army      Army      Air Force Navy     
## [84575] Other DoD Army      Army      DLA       Army      DLA       Army     
## [84582] Navy      Air Force Navy      DLA       Navy      DLA       Army     
## [84589] Army      Air Force Navy      Other DoD Air Force Navy      Air Force
## [84596] Air Force DLA       Army      Navy      DLA       Army      Army     
## [84603] Navy      Army      Air Force Army      Air Force Other DoD Army     
## [84610] Army      Air Force Navy      Other DoD Other DoD Army      Army     
## [84617] Air Force Navy      Air Force Navy      DLA       Other DoD Other DoD
## [84624] Navy      Army      Other DoD Other DoD Army      Army      DLA      
## [84631] Other DoD DLA       Air Force Army      Army      DLA       Air Force
## [84638] Other DoD Other DoD Army      DLA       Navy      Army      Army     
## [84645] Other DoD Other DoD DLA       Army      Navy      Air Force Air Force
## [84652] Navy      Navy      Army      Army      Navy      DLA       Air Force
## [84659] Army      DLA       Army      DLA       DLA       Air Force Navy     
## [84666] Air Force Navy      Army      Navy      Army      Navy      Air Force
## [84673] Army      Army      Army      Air Force Army      Other DoD Navy     
## [84680] Navy      Navy      Army      Navy      Navy      Army      Navy     
## [84687] DLA       DLA       Navy      Air Force DLA       Air Force Army     
## [84694] Navy      Air Force Navy      Army      Navy      Other DoD Air Force
## [84701] Air Force Other DoD Navy      Air Force Navy      Army      Air Force
## [84708] DLA       Air Force DLA       DLA       DLA       Air Force Air Force
## [84715] Air Force Army      Army      Army      DLA       Air Force Air Force
## [84722] DLA       Other DoD DLA       Other DoD Navy      Navy      Other DoD
## [84729] Air Force DLA       Air Force Other DoD Army      Air Force Air Force
## [84736] Navy      Army      Army      DLA       Other DoD Navy      Army     
## [84743] Army      Navy      Navy      Army      DLA       DLA       Army     
## [84750] Army      Army      Navy      DLA       Other DoD Air Force Army     
## [84757] Navy      Navy      Army      Army      Army      Navy      Army     
## [84764] Army      Other DoD DLA       Navy      Air Force Air Force Navy     
## [84771] Navy      Navy      DLA       Navy      Air Force Army      Air Force
## [84778] Air Force Other DoD DLA       DLA       Navy      Air Force DLA      
## [84785] Army      Army      Army      Navy      Army      Air Force Navy     
## [84792] Navy      Army      Navy      Air Force Army      Air Force Other DoD
## [84799] Navy      Air Force Navy      DLA       Air Force DLA       Air Force
## [84806] Air Force Navy      Air Force Army      Army      Other DoD Army     
## [84813] Air Force Navy      Navy      Air Force Navy      DLA       DLA      
## [84820] Army      Air Force DLA       Other DoD DLA       Navy      Army     
## [84827] DLA       Other DoD DLA       Navy      Navy      Navy      DLA      
## [84834] Air Force Navy      DLA       DLA       Air Force Navy      Army     
## [84841] Navy      Army      Army      Navy      Army      Army      Other DoD
## [84848] Other DoD Army      Other DoD Army      Army      Navy      Air Force
## [84855] Navy      Army      Navy      Army      Other DoD Other DoD Other DoD
## [84862] Air Force Army      Air Force DLA       Air Force Navy      Army     
## [84869] DLA       DLA       Navy      Navy      Army      Navy      Navy     
## [84876] Army      Air Force Navy      Air Force Navy      Army      Air Force
## [84883] Army      Army      Other DoD Navy      Navy      Air Force Air Force
## [84890] Navy      Navy      Army      Army      Army      DLA       Army     
## [84897] Navy      Army      Army      Army      Army      Air Force Army     
## [84904] Air Force Navy      Air Force DLA       DLA       Navy      Navy     
## [84911] Army      Navy      Army      Army      Navy      Navy      Navy     
## [84918] Navy      Army      Air Force Navy      DLA       Army      Navy     
## [84925] Navy      DLA       Army      MDA       Other DoD Army      Army     
## [84932] Air Force Air Force Navy      DLA       Army      Navy      DLA      
## [84939] Other DoD Navy      Navy      Navy      Navy      Navy      Air Force
## [84946] Navy      Other DoD Other DoD Other DoD Navy      MDA       Air Force
## [84953] Navy      Navy      Air Force Other DoD Air Force Army      Navy     
## [84960] Army      Navy      Air Force Army      Navy      Navy      DLA      
## [84967] Army      Navy      Navy      Air Force Air Force DLA       Air Force
## [84974] DLA       Army      Air Force DLA       DLA       Air Force Army     
## [84981] Air Force Army      DLA       Army      Navy      Army      DLA      
## [84988] Navy      Navy      Navy      Navy      Other DoD Navy      Navy     
## [84995] Army      Army      DLA       Air Force Air Force Navy      DLA      
## [85002] Air Force Army      Air Force Army      Navy      Air Force Air Force
## [85009] Navy      Air Force Army      Army      DLA       Navy      DLA      
## [85016] Army      Navy      Army      DLA       Air Force Navy      Navy     
## [85023] Army      Navy      DLA       Air Force Navy      Army      Army     
## [85030] Army      Navy      Air Force DLA       Air Force Navy      Other DoD
## [85037] Navy      Other DoD Navy      Army      DLA       Navy      Other DoD
## [85044] DLA       Navy      Navy      DLA       Navy      Navy      Navy     
## [85051] Navy      Army      Army      Navy      Army      DLA       Navy     
## [85058] Air Force Navy      Navy      DLA       Navy      Army      Air Force
## [85065] Other DoD Navy      Navy      Navy      Navy      Navy      Army     
## [85072] DLA       Air Force Air Force Navy      DLA       Air Force DLA      
## [85079] DLA       Air Force Air Force Navy      Army      DLA       Navy     
## [85086] Army      Army      Army      Army      Air Force Other DoD Other DoD
## [85093] Other DoD Navy      Army      Air Force Army      Air Force Other DoD
## [85100] Air Force Air Force DLA       DLA       Army      DLA       Navy     
## [85107] Air Force Army      Air Force Army      Army      Navy      Navy     
## [85114] Air Force Navy      Navy      Navy      Navy      Army      Air Force
## [85121] Navy      Air Force Air Force Army      Army      DLA       Navy     
## [85128] Army      DLA       Navy      Navy      Other DoD Navy      Army     
## [85135] Air Force Other DoD Army      Other DoD DLA       Navy      Navy     
## [85142] Army      Navy      Navy      Army      DLA       Air Force Navy     
## [85149] Navy      Navy      Other DoD Air Force Other DoD Navy      Navy     
## [85156] Navy      Army      Navy      DLA       DLA       Army      Air Force
## [85163] Navy      Navy      Army      Other DoD Army      Army      Navy     
## [85170] Army      DLA       DLA       Air Force Army      Army      Army     
## [85177] Navy      Army      Other DoD Other DoD DLA       DLA       DLA      
## [85184] Army      Air Force Navy      Other DoD Navy      Navy      DLA      
## [85191] Navy      Army      Army      Other DoD DLA       Other DoD Navy     
## [85198] DLA       Army      Navy      Air Force Air Force Army      Army     
## [85205] Other DoD Air Force Other DoD Navy      Army      Other DoD Navy     
## [85212] Air Force Navy      Navy      Army      Army      Army      Army     
## [85219] Army      Air Force Other DoD DLA       Navy      Army      Navy     
## [85226] Navy      Army      DLA       Army      Air Force Army      DLA      
## [85233] Army      Navy      Air Force Air Force Air Force Air Force Other DoD
## [85240] Navy      Navy      Navy      Air Force Army      Navy      DLA      
## [85247] Navy      Navy      Other DoD Army      Air Force Air Force Navy     
## [85254] Air Force Other DoD Navy      Navy      Army      Air Force Air Force
## [85261] Army      DLA       Army      Air Force Army      Army      Navy     
## [85268] Air Force Army      Army      Other DoD Army      Navy      Other DoD
## [85275] Navy      Navy      Army      DLA       Air Force Navy      Army     
## [85282] Air Force Army      Army      Army      Army      Air Force Other DoD
## [85289] Air Force DLA       Air Force DLA       Navy      Navy      Other DoD
## [85296] Army      Navy      Air Force Navy      Army      Other DoD Army     
## [85303] Air Force Other DoD DLA       Army      Army      Army      DLA      
## [85310] Army      DLA       DLA       Navy      Army      Air Force Navy     
## [85317] DLA       DLA       Army      Air Force DLA       Navy      Other DoD
## [85324] DLA       Air Force Air Force Air Force Army      Air Force Other DoD
## [85331] Other DoD Navy      Army      Other DoD Army      Air Force Navy     
## [85338] Army      Army      Navy      Air Force Air Force Navy      Navy     
## [85345] Air Force Air Force Navy      Air Force DLA       Army      Army     
## [85352] DLA       Other DoD Other DoD DLA       Army      Army      Other DoD
## [85359] Army      Navy      Navy      Navy      Air Force Navy      Army     
## [85366] Air Force Navy      DLA       Army      Other DoD Air Force Navy     
## [85373] Army      Navy      DLA       Air Force Air Force Navy      Navy     
## [85380] Navy      Navy      Army      Air Force Navy      Army      Army     
## [85387] Other DoD Army      Navy      Air Force Army      Army      Navy     
## [85394] Army      Navy      Army      Army      Army      DLA       Navy     
## [85401] Navy      Army      Navy      Air Force Army      Air Force Air Force
## [85408] Air Force Air Force Army      DLA       Army      Other DoD Army     
## [85415] Navy      Air Force Air Force Navy      DLA       Other DoD DLA      
## [85422] Army      Air Force Army      DLA       Other DoD Air Force Other DoD
## [85429] Other DoD Navy      Navy      Army      Army      DLA       Air Force
## [85436] Air Force Air Force Navy      Other DoD Navy      Navy      Army     
## [85443] Navy      Other DoD DLA       Navy      Army      Air Force Army     
## [85450] Army      Air Force Army      Air Force Other DoD Other DoD Other DoD
## [85457] Army      Air Force Army      DLA       Army      Navy      Navy     
## [85464] Army      Army      Navy      Army      Other DoD Air Force DLA      
## [85471] Navy      Air Force Army      Army      Army      Navy      DLA      
## [85478] Navy      Army      Navy      Other DoD Army      Air Force DLA      
## [85485] Navy      Army      Army      Army      Army      Navy      Army     
## [85492] Other DoD DLA       Navy      DLA       DLA       Army      Air Force
## [85499] Army      Navy      Army      Other DoD Air Force Army      Army     
## [85506] Army      Air Force Navy      DLA       Navy      Navy      Navy     
## [85513] Navy      Air Force Air Force Army      Army      Army      Navy     
## [85520] Air Force Army      Navy      Navy      Army      DLA       Other DoD
## [85527] Other DoD Army      Air Force Navy      Army      DLA       Navy     
## [85534] Army      Navy      Navy      Army      Navy      Air Force Army     
## [85541] Army      Army      Other DoD Air Force Army      Army      Navy     
## [85548] Navy      Navy      Air Force Navy      Navy      DLA       Air Force
## [85555] Army      Army      Air Force Army      Army      DLA       Navy     
## [85562] Army      Army      Air Force Navy      Army      Navy      DLA      
## [85569] Navy      Air Force Air Force Navy      Navy      DLA       Army     
## [85576] DLA       Navy      Air Force DLA       Army      Navy      Army     
## [85583] Navy      Other DoD DLA       Air Force DLA       DLA       Navy     
## [85590] Other DoD Navy      Army      Air Force Navy      Air Force Other DoD
## [85597] Navy      Air Force Army      Army      Army      Army      Army     
## [85604] Navy      Other DoD Air Force Other DoD Other DoD Other DoD Army     
## [85611] Other DoD Air Force Air Force Navy      Air Force Army      Air Force
## [85618] DLA       DLA       Army      Army      Army      Other DoD Army     
## [85625] Army      Air Force DLA       Army      DLA       Army      Army     
## [85632] Air Force Air Force Navy      Army      Navy      Air Force Air Force
## [85639] Army      Other DoD Other DoD Army      Navy      Army      Air Force
## [85646] Other DoD Air Force Air Force Army      Air Force Army      Air Force
## [85653] Army      DLA       DLA       DLA       Navy      Navy      Other DoD
## [85660] Army      Air Force Other DoD Air Force Navy      Air Force Army     
## [85667] Air Force Navy      Navy      Navy      Other DoD Navy      DLA      
## [85674] Navy      Army      Army      Navy      Army      Air Force Army     
## [85681] Army      Army      Army      Army      Air Force Other DoD Air Force
## [85688] Other DoD Air Force Army      Navy      Air Force Army      Navy     
## [85695] Navy      Other DoD Army      Army      DLA       Navy      DLA      
## [85702] Navy      Army      Army      DLA       Navy      Navy      Navy     
## [85709] Navy      Air Force Other DoD Army      DLA       Other DoD Navy     
## [85716] Other DoD Other DoD Army      Navy      Army      Army      Army     
## [85723] Navy      Navy      DLA       Air Force Army      Navy      Air Force
## [85730] Navy      Navy      Navy      DLA       Army      Air Force DLA      
## [85737] Army      DLA       Navy      Army      Navy      Navy      Army     
## [85744] Army      DLA       Army      Air Force DLA       Air Force Army     
## [85751] Other DoD Army      Navy      Army      Army      Air Force Navy     
## [85758] DLA       Navy      Navy      Navy      Navy      Navy      Navy     
## [85765] Navy      DLA       Navy      Air Force Air Force Other DoD Other DoD
## [85772] DLA       DLA       Other DoD Navy      Navy      Army      Navy     
## [85779] Army      Other DoD Army      Navy      Navy      Air Force DLA      
## [85786] Army      Navy      Navy      Army      Navy      Navy      Army     
## [85793] Army      Navy      DLA       Navy      Army      Air Force Navy     
## [85800] DLA       Army      DLA       Air Force Army      Army      Army     
## [85807] Navy      Army      Other DoD Air Force Other DoD Navy      Navy     
## [85814] Other DoD Other DoD Air Force Army      Army      Air Force Navy     
## [85821] Army      Navy      Army      Navy      Army      Army      Navy     
## [85828] Navy      Air Force Air Force Air Force Navy      Navy      Air Force
## [85835] Army      Navy      Navy      Army      Navy      Army      Navy     
## [85842] Navy      Other DoD Army      Army      Navy      Army      DLA      
## [85849] Navy      Air Force Air Force Army      Navy      Navy      Army     
## [85856] Navy      Other DoD Navy      Army      Army      DLA       Navy     
## [85863] DLA       Navy      DLA       DLA       Navy      Navy      Navy     
## [85870] Navy      Air Force Other DoD Army      Army      Air Force Navy     
## [85877] DLA       Navy      Air Force Other DoD DLA       Navy      Navy     
## [85884] Navy      Navy      Army      DLA       Air Force Air Force Army     
## [85891] Army      Other DoD Army      Air Force Air Force Air Force DLA      
## [85898] Navy      Other DoD Army      Other DoD Army      DLA       Army     
## [85905] DLA       DLA       Navy      Navy      Navy      DLA       Air Force
## [85912] Army      Navy      DLA       Navy      Air Force Other DoD Navy     
## [85919] Air Force Army      Air Force DLA       Navy      Army      Army     
## [85926] DLA       DLA       DLA       DLA       Army      Air Force Navy     
## [85933] DLA       Navy      Army      Navy      Navy      Navy      DLA      
## [85940] Army      DLA       DLA       Air Force Army      Navy      DLA      
## [85947] Navy      Army      Air Force Navy      Air Force Navy      Army     
## [85954] Other DoD Army      Other DoD Navy      Other DoD Army      Navy     
## [85961] Army      Air Force DLA       Army      Army      Air Force Navy     
## [85968] Other DoD DLA       Navy      Other DoD Other DoD Navy      Navy     
## [85975] Other DoD Air Force Air Force Navy      DLA       Army      Air Force
## [85982] Army      Army      Other DoD Air Force Navy      Air Force Navy     
## [85989] Army      DLA       Navy      Navy      DLA       Navy      Navy     
## [85996] Army      Navy      Navy      Army      Navy      Army      DLA      
## [86003] Army      Army      Navy      Navy      DLA       DLA       Army     
## [86010] Air Force DLA       Navy      Navy      Air Force Army      Army     
## [86017] DLA       Air Force Navy      Air Force Navy      Other DoD Air Force
## [86024] Air Force Air Force Air Force Navy      Navy      Army      Air Force
## [86031] DLA       Navy      Army      DLA       Army      DLA       Army     
## [86038] Navy      Army      Air Force Navy      Navy      Navy      Air Force
## [86045] DLA       Navy      DLA       Other DoD Navy      Air Force Army     
## [86052] DLA       DLA       Army      Other DoD Air Force Navy      Other DoD
## [86059] Army      Army      Other DoD Army      Navy      Navy      DLA      
## [86066] Navy      Navy      Army      Navy      Army      DLA       Air Force
## [86073] Navy      DLA       Navy      Air Force Navy      Navy      DLA      
## [86080] Army      Army      Navy      DLA       Army      Other DoD DLA      
## [86087] Army      Navy      DLA       Navy      Air Force DLA       Army     
## [86094] Army      Navy      Army      Other DoD Army      Army      Air Force
## [86101] Air Force DLA       Army      Other DoD Army      Army      Army     
## [86108] Air Force Other DoD Air Force Other DoD Army      Army      Army     
## [86115] Air Force Army      Army      Other DoD Army      Army      Air Force
## [86122] Other DoD Navy      Army      Navy      Navy      MDA       DLA      
## [86129] Other DoD DLA       DLA       DLA       DLA       DLA       Navy     
## [86136] Navy      Air Force Navy      Navy      Army      Army      Army     
## [86143] DLA       Navy      Navy      DLA       Navy      Air Force Air Force
## [86150] Navy      Army      DLA       DLA       Navy      Army      Navy     
## [86157] DLA       Army      Other DoD Navy      Army      DLA       Army     
## [86164] Air Force DLA       DLA       Navy      Navy      DLA       DLA      
## [86171] Army      DLA       Air Force Army      Army      Army      Army     
## [86178] Air Force Navy      Army      Army      Navy      Army      Army     
## [86185] Army      Navy      Other DoD Army      Other DoD Army      DLA      
## [86192] Army      Army      DLA       Navy      Other DoD Army      Air Force
## [86199] Navy      DLA       DLA       Other DoD Navy      Other DoD Air Force
## [86206] Army      DLA       Army      Air Force Army      Air Force DLA      
## [86213] Navy      Navy      Navy      Navy      Navy      Navy      Army     
## [86220] Army      Air Force Air Force DLA       Navy      Army      Navy     
## [86227] Navy      Air Force Air Force DLA       Air Force Navy      Army     
## [86234] Other DoD Navy      Army      Navy      Navy      Army      Army     
## [86241] Navy      Army      DLA       Army      Air Force Other DoD Navy     
## [86248] Army      Army      Air Force Navy      Navy      Navy      Navy     
## [86255] Army      DLA       Air Force DLA       Other DoD Navy      Other DoD
## [86262] Army      Navy      Army      Army      Navy      DLA       Army     
## [86269] Navy      Air Force Army      Navy      Navy      Air Force Army     
## [86276] Navy      Army      Army      Army      MDA       Other DoD Navy     
## [86283] Navy      Other DoD Army      Army      Other DoD Other DoD DLA      
## [86290] Other DoD Air Force Navy      Navy      DLA       Army      Army     
## [86297] Army      DLA       Army      Air Force DLA       Army      Army     
## [86304] Navy      DLA       Air Force Air Force Army      Army      Air Force
## [86311] Air Force Navy      Army      DLA       Air Force Army      DLA      
## [86318] Army      DLA       Navy      Army      Army      Army      Army     
## [86325] Army      DLA       Navy      DLA       Air Force Army      DLA      
## [86332] Other DoD DLA       Navy      Army      Navy      DLA       Navy     
## [86339] Navy      Air Force Other DoD Navy      Army      Navy      Navy     
## [86346] Army      Army      Navy      Navy      Other DoD Air Force Navy     
## [86353] Other DoD Air Force Navy      Air Force Army      Air Force Navy     
## [86360] Air Force Navy      Other DoD Other DoD Army      Navy      Army     
## [86367] Navy      Army      Navy      Other DoD Army      Army      Army     
## [86374] Army      DLA       Army      Navy      Air Force Air Force Navy     
## [86381] Navy      Army      Air Force Army      Navy      Navy      Other DoD
## [86388] DLA       Navy      DLA       Navy      DLA       Navy      DLA      
## [86395] Army      Other DoD Air Force Army      Other DoD Air Force Army     
## [86402] DLA       Army      DLA       Air Force Other DoD Army      Army     
## [86409] DLA       Navy      DLA       DLA       Navy      DLA       Navy     
## [86416] Army      Air Force Army      Other DoD Air Force Navy      Other DoD
## [86423] Air Force Other DoD Army      Navy      Navy      Navy      Army     
## [86430] DLA       Navy      Army      Army      Air Force Army      Army     
## [86437] DLA       DLA       Navy      Army      Army      Navy      Navy     
## [86444] Navy      Navy      Air Force Navy      Other DoD Army      Navy     
## [86451] Other DoD Navy      Army      Air Force Army      Army      Army     
## [86458] Navy      Navy      Army      Navy      Other DoD Navy      Air Force
## [86465] Army      Army      Navy      Air Force DLA       Navy      Air Force
## [86472] Navy      Army      Army      Air Force Other DoD Army      Army     
## [86479] Air Force Navy      Army      Navy      DLA       Navy      Navy     
## [86486] Navy      Other DoD DLA       Air Force Army      Navy      Air Force
## [86493] Navy      DLA       Navy      Navy      Navy      Navy      Navy     
## [86500] Other DoD Navy      Army      Army      Air Force Navy      Navy     
## [86507] Army      DLA       Army      Navy      Air Force Army      Army     
## [86514] Navy      Navy      DLA       DLA       Navy      Navy      DLA      
## [86521] Army      Navy      Army      Air Force Air Force Air Force Army     
## [86528] Navy      Army      Air Force Navy      Navy      Other DoD Navy     
## [86535] Navy      Army      Air Force Navy      Army      Air Force Navy     
## [86542] Other DoD Navy      DLA       Army      Navy      Army      Army     
## [86549] Navy      Air Force DLA       Air Force Other DoD Air Force DLA      
## [86556] Other DoD Other DoD Navy      Army      Navy      Army      DLA      
## [86563] Navy      Army      Navy      Other DoD Air Force DLA       DLA      
## [86570] Other DoD Air Force Navy      Navy      Army      Navy      Army     
## [86577] Air Force DLA       Navy      Air Force DLA       Army      Air Force
## [86584] DLA       Air Force Army      Navy      Navy      Army      Air Force
## [86591] Air Force Army      Navy      Navy      Navy      Army      Other DoD
## [86598] Other DoD Navy      Navy      Army      Navy      Navy      Army     
## [86605] Army      DLA       Army      DLA       Navy      Navy      Navy     
## [86612] Army      Navy      Army      DLA       Air Force Navy      DLA      
## [86619] Navy      Navy      DLA       Air Force Air Force Other DoD Army     
## [86626] Air Force Army      DLA       Air Force Army      DLA       Other DoD
## [86633] Army      DLA       Other DoD Other DoD Army      Air Force Other DoD
## [86640] Army      Army      Navy      Army      Air Force Army      Army     
## [86647] Navy      Army      Navy      Army      Army      Air Force Navy     
## [86654] Navy      Navy      Army      Army      Navy      DLA       Air Force
## [86661] Navy      Navy      DLA       Army      Air Force Other DoD Air Force
## [86668] Navy      Air Force Navy      Other DoD Other DoD Army      Navy     
## [86675] Navy      Other DoD Air Force Navy      Army      Other DoD DLA      
## [86682] Navy      DLA       Navy      Navy      Navy      Navy      Navy     
## [86689] Navy      Navy      Army      DLA       Navy      Navy      Army     
## [86696] Army      Army      Navy      Army      Army      DLA       Air Force
## [86703] Army      DLA       Army      Navy      Navy      DLA       Navy     
## [86710] Air Force Navy      Navy      Air Force Navy      Air Force Navy     
## [86717] Army      Army      DLA       Navy      Army      Air Force Air Force
## [86724] Army      Navy      Navy      Air Force Navy      Air Force Navy     
## [86731] Navy      Navy      Navy      Other DoD Air Force Other DoD Other DoD
## [86738] Army      DLA       Army      Air Force Other DoD Navy      Army     
## [86745] Navy      Army      Air Force Army      Navy      Navy      Navy     
## [86752] Army      Army      Air Force Army      Army      DLA       Army     
## [86759] DLA       Navy      Navy      Air Force Army      Air Force Navy     
## [86766] Air Force Air Force Army      Army      Army      Army      Air Force
## [86773] Navy      Navy      Navy      Navy      Army      DLA       Navy     
## [86780] Other DoD Army      Other DoD Navy      DLA       Army      Army     
## [86787] Other DoD Navy      Army      Navy      Navy      Navy      DLA      
## [86794] Navy      Navy      Navy      Army      Air Force DLA       Army     
## [86801] Army      Army      Army      DLA       Army      Army      Navy     
## [86808] Navy      DLA       Navy      Army      Navy      Navy      Navy     
## [86815] Air Force Navy      Army      Navy      Army      Army      Army     
## [86822] DLA       Air Force Navy      Navy      Army      DLA       Army     
## [86829] Army      Army      Navy      Air Force Army      Army      DLA      
## [86836] DLA       Army      Other DoD Army      DLA       Navy      Air Force
## [86843] Air Force Navy      Air Force Other DoD Air Force Air Force Navy     
## [86850] Army      Navy      Army      Navy      Navy      Army      Army     
## [86857] Navy      Army      Other DoD Army      Air Force Navy      Army     
## [86864] Army      Other DoD Army      Air Force Navy      Other DoD Navy     
## [86871] Army      Navy      Air Force Navy      Navy      Navy      Army     
## [86878] Navy      Navy      Other DoD DLA       Navy      Navy      Air Force
## [86885] Navy      MDA       DLA       Navy      DLA       Army      DLA      
## [86892] Army      Army      Army      DLA       Air Force DLA       Other DoD
## [86899] Army      DLA       Air Force Other DoD Navy      Army      Navy     
## [86906] Navy      Army      DLA       Army      Navy      Army      Army     
## [86913] Navy      Other DoD Army      MDA       Air Force Navy      Army     
## [86920] Navy      DLA       Army      Other DoD Air Force Army      Army     
## [86927] Army      Navy      Navy      Army      Army      DLA       Navy     
## [86934] Navy      Navy      Navy      Other DoD Other DoD Navy      Navy     
## [86941] Navy      Air Force Army      Navy      DLA       Army      Navy     
## [86948] Navy      Navy      Army      Army      Navy      Air Force Army     
## [86955] DLA       Army      Army      Army      Navy      Army      Army     
## [86962] Other DoD Navy      DLA       Navy      DLA       Army      DLA      
## [86969] Army      Navy      Navy      Air Force Air Force Army      Navy     
## [86976] Navy      Other DoD DLA       Navy      Navy      Air Force Navy     
## [86983] Army      DLA       MDA       Navy      Army      Air Force Navy     
## [86990] Navy      Army      Other DoD DLA       Other DoD Air Force Army     
## [86997] Navy      Army      Navy      Other DoD Air Force Army      Navy     
## [87004] Air Force Navy      DLA       DLA       Navy      Air Force DLA      
## [87011] Navy      Other DoD DLA       Navy      Air Force Army      DLA      
## [87018] Army      Navy      Army      Other DoD Army      DLA       DLA      
## [87025] Air Force Army      Navy      Army      DLA       Navy      DLA      
## [87032] Army      Navy      Air Force Navy      DLA       Navy      Army     
## [87039] Army      Air Force Navy      Other DoD Army      Air Force Navy     
## [87046] Air Force Navy      Navy      Navy      Army      Air Force Army     
## [87053] Air Force Navy      Navy      Army      Army      Navy      Navy     
## [87060] Other DoD Air Force Army      Army      Army      Air Force Army     
## [87067] Navy      Air Force Navy      Other DoD Navy      Navy      Army     
## [87074] Army      Army      DLA       Army      DLA       Navy      Army     
## [87081] Army      DLA       Air Force Other DoD Air Force Navy      Navy     
## [87088] Other DoD Navy      Navy      Army      Other DoD Other DoD Navy     
## [87095] Other DoD Army      Army      Navy      DLA       Army      Air Force
## [87102] Navy      Air Force Air Force Navy      Army      Other DoD Air Force
## [87109] Air Force Navy      Army      Army      DLA       Navy      Air Force
## [87116] Navy      Navy      DLA       DLA       Other DoD Navy      Army     
## [87123] Other DoD Other DoD Air Force Army      Navy      Air Force Navy     
## [87130] Army      Army      Navy      Other DoD Navy      Army      Air Force
## [87137] Navy      Other DoD DLA       Navy      DLA       Air Force DLA      
## [87144] Army      Air Force Navy      Army      Air Force Air Force Other DoD
## [87151] Air Force Other DoD Air Force Navy      Army      Navy      Navy     
## [87158] Navy      Army      Navy      Air Force Army      Navy      DLA      
## [87165] Air Force Other DoD Army      Other DoD Army      Navy      Other DoD
## [87172] DLA       Army      Army      Other DoD DLA       Air Force DLA      
## [87179] Air Force Army      DLA       Army      Air Force Army      DLA      
## [87186] Navy      Army      DLA       Army      Army      Navy      Other DoD
## [87193] DLA       MDA       Other DoD Other DoD Navy      Army      Army     
## [87200] DLA       Army      Navy      Navy      Navy      Army      Navy     
## [87207] DLA       Navy      Army      Navy      Navy      Navy      Army     
## [87214] Army      Other DoD Air Force Air Force Army      Army      Air Force
## [87221] Navy      Air Force DLA       Army      Navy      Navy      Army     
## [87228] Army      Army      Air Force Navy      DLA       DLA       Army     
## [87235] Army      Navy      Navy      Air Force Navy      Air Force Air Force
## [87242] Navy      Army      Army      DLA       Navy      DLA       Army     
## [87249] Air Force Army      Other DoD Air Force Navy      Army      Other DoD
## [87256] Other DoD Other DoD DLA       Air Force Air Force Air Force Air Force
## [87263] Navy      Other DoD Army      Air Force Navy      DLA       Navy     
## [87270] Air Force Air Force Army      Army      DLA       Navy      Navy     
## [87277] Army      Army      Navy      Army      Navy      Army      Navy     
## [87284] Other DoD Air Force Air Force Army      Army      Army      Army     
## [87291] Other DoD Army      Air Force Army      Army      Air Force Other DoD
## [87298] Army      Army      Army      Army      Air Force Navy      Navy     
## [87305] DLA       Army      Air Force DLA       Army      DLA       Navy     
## [87312] Air Force DLA       Army      Navy      DLA       Other DoD DLA      
## [87319] Navy      Navy      Navy      DLA       Army      Navy      Army     
## [87326] Navy      Army      DLA       Army      DLA       Navy      Army     
## [87333] Other DoD Army      Army      Air Force Other DoD DLA       Other DoD
## [87340] DLA       Army      Army      Navy      DLA       Navy      Air Force
## [87347] Navy      Air Force Navy      Army      Other DoD DLA       Air Force
## [87354] Other DoD Army      Air Force Air Force Air Force Army      Navy     
## [87361] DLA       Army      Navy      DLA       Army      Army      DLA      
## [87368] Army      Air Force Army      Army      Air Force Army      DLA      
## [87375] Air Force Army      Navy      Navy      Army      Army      DLA      
## [87382] Air Force Army      Navy      Other DoD Air Force Army      Air Force
## [87389] Other DoD Army      Army      Navy      DLA       Army      Army     
## [87396] DLA       Navy      Army      Air Force Army      Other DoD DLA      
## [87403] Air Force DLA       Air Force DLA       Navy      Navy      Army     
## [87410] Navy      DLA       DLA       Navy      Army      Air Force Navy     
## [87417] Navy      Army      Air Force Army      Army      Army      Army     
## [87424] Other DoD Army      Army      Air Force Navy      Air Force DLA      
## [87431] DLA       Other DoD Army      Navy      Army      Navy      Other DoD
## [87438] Navy      MDA       Air Force Navy      Navy      Army      Navy     
## [87445] Navy      DLA       Navy      Army      Air Force Navy      Navy     
## [87452] Navy      Air Force Air Force Navy      DLA       Navy      Air Force
## [87459] Navy      Navy      Army      Army      Air Force DLA       DLA      
## [87466] Navy      Other DoD Army      DLA       Other DoD Army      Army     
## [87473] Army      Navy      DLA       Air Force DLA       DLA       Air Force
## [87480] Navy      Air Force Navy      DLA       Navy      Air Force DLA      
## [87487] DLA       Navy      DLA       DLA       Army      Other DoD Air Force
## [87494] Air Force Navy      DLA       DLA       Army      Army      DLA      
## [87501] Navy      Air Force Army      Navy      Air Force DLA       Other DoD
## [87508] Navy      Navy      Air Force Navy      Army      Navy      Army     
## [87515] Army      Air Force Air Force Air Force Army      Navy      Army     
## [87522] Navy      DLA       Other DoD DLA       Army      Army      DLA      
## [87529] Army      Other DoD Navy      Navy      Navy      Navy      Other DoD
## [87536] Army      DLA       DLA       Air Force Army      Army      Navy     
## [87543] Air Force Air Force Other DoD Army      DLA       Navy      Other DoD
## [87550] Army      Navy      Army      Navy      Air Force Navy      Navy     
## [87557] Navy      Air Force Navy      Army      Air Force Air Force DLA      
## [87564] Navy      Army      Army      Army      Air Force Army      Navy     
## [87571] Navy      DLA       Navy      Other DoD Navy      DLA       Army     
## [87578] Army      Army      Air Force Air Force Army      Navy      Army     
## [87585] Army      Navy      Air Force Air Force Army      Navy      DLA      
## [87592] Army      Army      Air Force Army      Navy      Air Force Navy     
## [87599] Air Force DLA       Navy      Other DoD Navy      DLA       Navy     
## [87606] Air Force Air Force Navy      Army      Other DoD Air Force Navy     
## [87613] Other DoD Air Force Army      DLA       Air Force Air Force Navy     
## [87620] Army      Air Force Air Force DLA       Army      Navy      Army     
## [87627] Army      Air Force Navy      Navy      Army      Air Force Navy     
## [87634] Navy      DLA       Navy      Air Force Navy      Air Force Navy     
## [87641] Air Force DLA       Air Force Army      Navy      Navy      Navy     
## [87648] DLA       Other DoD Navy      Army      Army      DLA       MDA      
## [87655] Army      Air Force Navy      Navy      Air Force Other DoD Air Force
## [87662] Navy      Navy      Army      Air Force Navy      Army      Navy     
## [87669] DLA       Navy      Air Force Air Force Other DoD Navy      Army     
## [87676] Navy      Navy      Army      Other DoD DLA       DLA       Army     
## [87683] Navy      Army      Army      Navy      Navy      Army      Other DoD
## [87690] Other DoD Other DoD Other DoD Navy      Army      Navy      Army     
## [87697] Navy      Army      Navy      Air Force Army      Air Force Air Force
## [87704] Other DoD Navy      DLA       Army      Navy      Navy      Navy     
## [87711] Army      Navy      Army      Army      Navy      Navy      Other DoD
## [87718] Navy      Navy      Army      Army      Army      DLA       Army     
## [87725] Other DoD DLA       Air Force Air Force DLA       Other DoD Army     
## [87732] Air Force Air Force Army      Army      Navy      Air Force Navy     
## [87739] Army      Army      Navy      Army      Navy      Air Force DLA      
## [87746] Navy      Navy      Air Force Navy      Air Force Air Force Air Force
## [87753] Air Force Navy      Air Force Air Force Navy      Army      DLA      
## [87760] Air Force Other DoD DLA       DLA       Air Force Navy      Air Force
## [87767] Army      Army      Air Force DLA       DLA       Air Force Army     
## [87774] Air Force Army      Navy      Navy      Army      DLA       Navy     
## [87781] Navy      Army      Army      Other DoD Army      DLA       Army     
## [87788] Army      Air Force Air Force Navy      Army      Army      DLA      
## [87795] DLA       Army      Army      Air Force Navy      Army      Air Force
## [87802] Navy      Air Force Navy      Navy      Army      Air Force Army     
## [87809] Air Force Army      Army      Army      DLA       Navy      Army     
## [87816] Army      Navy      Navy      Navy      Other DoD Air Force Air Force
## [87823] Army      Army      Other DoD Army      DLA       Air Force Other DoD
## [87830] Army      Navy      Army      Other DoD Other DoD Navy      Army     
## [87837] Navy      Navy      Air Force Army      Army      Other DoD DLA      
## [87844] Navy      DLA       Air Force Army      Army      Navy      Army     
## [87851] Navy      DLA       Army      DLA       Navy      Navy      Navy     
## [87858] Air Force Army      Air Force Navy      Other DoD Air Force Other DoD
## [87865] DLA       Navy      Army      DLA       DLA       Army      Army     
## [87872] Navy      Army      Navy      Navy      Navy      Navy      Army     
## [87879] Air Force Navy      DLA       Navy      Air Force Other DoD Army     
## [87886] Army      Air Force DLA       Army      Navy      Other DoD Army     
## [87893] Navy      Navy      Army      Air Force Other DoD Navy      Air Force
## [87900] Navy      Army      Navy      Army      Navy      Navy      Navy     
## [87907] Army      DLA       DLA       DLA       Army      Army      Army     
## [87914] Air Force Navy      Navy      Navy      Navy      DLA       Navy     
## [87921] Army      Navy      Navy      Army      Air Force Navy      Army     
## [87928] DLA       Navy      Air Force DLA       DLA       Army      Air Force
## [87935] Air Force Other DoD Navy      Navy      Navy      Air Force Army     
## [87942] Navy      DLA       Navy      Navy      Army      Other DoD Navy     
## [87949] Army      Army      Army      Army      Navy      Navy      Navy     
## [87956] Other DoD Army      Army      Other DoD Navy      Navy      Navy     
## [87963] Army      Air Force Army      Navy      Air Force Navy      Navy     
## [87970] Army      Air Force Army      Air Force Army      Army      DLA      
## [87977] Air Force DLA       Other DoD Air Force DLA       Army      Army     
## [87984] Air Force Air Force Army      Army      DLA       Air Force DLA      
## [87991] Navy      DLA       Navy      DLA       DLA       Army      Army     
## [87998] Army      Navy      Other DoD Air Force Air Force Navy      Navy     
## [88005] Navy      Army      Navy      DLA       Army      Air Force Navy     
## [88012] Other DoD DLA       Navy      Navy      DLA       DLA       Navy     
## [88019] DLA       Navy      Air Force Navy      Navy      Navy      Air Force
## [88026] Army      Other DoD Navy      Navy      Army      Navy      Air Force
## [88033] Navy      Army      Army      DLA       Air Force Army      Other DoD
## [88040] Navy      Army      Army      DLA       Army      Air Force Navy     
## [88047] Army      Army      Air Force DLA       Army      Army      Air Force
## [88054] Air Force DLA       Army      Air Force Army      Army      Navy     
## [88061] Navy      Navy      Navy      Army      Navy      Other DoD Navy     
## [88068] Army      DLA       Air Force Army      Navy      Army      Army     
## [88075] Other DoD Army      Navy      Other DoD DLA       Air Force Army     
## [88082] Air Force Air Force Army      Navy      Army      Navy      Army     
## [88089] Army      Army      Air Force Army      Navy      Air Force Army     
## [88096] Army      Air Force Army      Navy      Army      Navy      Air Force
## [88103] Other DoD Other DoD DLA       Navy      Army      Other DoD Navy     
## [88110] DLA       Air Force Air Force Air Force Air Force Other DoD Air Force
## [88117] DLA       Army      DLA       Other DoD Other DoD Air Force Other DoD
## [88124] Air Force Army      Navy      Navy      DLA       DLA       Army     
## [88131] Army      Other DoD Air Force Army      Army      Navy      Air Force
## [88138] Air Force DLA       Other DoD Other DoD Army      Army      Air Force
## [88145] Army      DLA       Air Force Army      Army      Navy      Army     
## [88152] DLA       Air Force Other DoD Army      Navy      Army      Other DoD
## [88159] Army      Air Force DLA       Air Force Navy      Air Force Navy     
## [88166] Air Force Army      MDA       Navy      Navy      Air Force MDA      
## [88173] Navy      MDA       Army      Navy      Army      Army      Other DoD
## [88180] Navy      DLA       Army      Other DoD MDA       Army      Army     
## [88187] Navy      Air Force Navy      Navy      Army      Air Force Air Force
## [88194] Army      Navy      Army      Air Force Army      Air Force DLA      
## [88201] DLA       Other DoD DLA       Air Force Army      Navy      Navy     
## [88208] Air Force Air Force Army      DLA       Air Force Air Force Air Force
## [88215] Army      Army      Air Force Navy      Navy      Other DoD Air Force
## [88222] DLA       Army      Army      DLA       Air Force Navy      Army     
## [88229] Army      Navy      DLA       Army      Air Force Navy      DLA      
## [88236] Army      Navy      Other DoD Navy      Navy      Navy      Army     
## [88243] Army      Air Force Navy      Army      Navy      Navy      Army     
## [88250] Navy      Army      Army      Navy      Navy      Army      Army     
## [88257] Navy      Army      Air Force Army      Navy      Air Force Other DoD
## [88264] Army      Other DoD Navy      Army      Navy      Army      Army     
## [88271] DLA       Army      Navy      Other DoD Air Force Navy      Army     
## [88278] Army      Air Force Navy      Army      Navy      Other DoD Navy     
## [88285] Army      Army      Air Force Navy      Army      Army      DLA      
## [88292] Air Force Air Force Army      DLA       Navy      Army      Army     
## [88299] Army      Army      Navy      Air Force Air Force Air Force Navy     
## [88306] Army      Army      Army      Other DoD DLA       Air Force Army     
## [88313] Navy      Army      Navy      Air Force DLA       Air Force Army     
## [88320] Army      Army      Army      Air Force Navy      Air Force DLA      
## [88327] Navy      Army      Army      Navy      Navy      Air Force DLA      
## [88334] Army      Air Force Army      DLA       DLA       Navy      Navy     
## [88341] Air Force Navy      Navy      Army      Army      Other DoD Army     
## [88348] Navy      Army      Navy      Army      Navy      DLA       DLA      
## [88355] Other DoD DLA       DLA       Navy      DLA       DLA       DLA      
## [88362] DLA       Air Force Army      Army      Navy      Navy      Other DoD
## [88369] DLA       Air Force Navy      Air Force Army      Navy      Air Force
## [88376] Other DoD Air Force DLA       Navy      Navy      DLA       DLA      
## [88383] Navy      DLA       Air Force DLA       Air Force Air Force Army     
## [88390] Navy      DLA       Army      Air Force Air Force Army      Navy     
## [88397] Navy      Air Force Navy      Navy      Navy      Navy      Army     
## [88404] Air Force Navy      Navy      Air Force Navy      Air Force Navy     
## [88411] Army      Army      Army      Other DoD DLA       Army      Other DoD
## [88418] Air Force DLA       Navy      Air Force Army      Air Force Air Force
## [88425] Army      Navy      DLA       Navy      Navy      Navy      Army     
## [88432] Army      Navy      Air Force Navy      Army      Navy      Army     
## [88439] Navy      Army      Army      Army      DLA       Air Force Navy     
## [88446] Navy      DLA       Other DoD Navy      Navy      Air Force Army     
## [88453] Air Force Army      Air Force Army      Navy      Air Force DLA      
## [88460] Army      Navy      Navy      Navy      Air Force Other DoD DLA      
## [88467] Army      Navy      Army      Navy      DLA       Army      Navy     
## [88474] Navy      Air Force Navy      Navy      Navy      DLA       Navy     
## [88481] Navy      Air Force Air Force Other DoD Army      DLA       MDA      
## [88488] Army      Navy      Army      Army      Air Force Air Force Navy     
## [88495] Navy      Air Force Army      Air Force Navy      Army      Navy     
## [88502] Army      Army      Army      Other DoD DLA       DLA       Navy     
## [88509] DLA       Army      DLA       Air Force Army      Army      Army     
## [88516] Navy      Army      Navy      Air Force Other DoD Air Force Army     
## [88523] DLA       DLA       Navy      Army      Other DoD Army      DLA      
## [88530] Army      Air Force Army      Navy      Navy      Navy      Other DoD
## [88537] Navy      DLA       Air Force Other DoD Army      Other DoD Army     
## [88544] Navy      Army      DLA       Army      Other DoD Army      Air Force
## [88551] Army      Army      Air Force Navy      Army      Navy      Army     
## [88558] Navy      Air Force Air Force Navy      Air Force Army      Air Force
## [88565] DLA       Navy      Other DoD Air Force Army      Navy      Navy     
## [88572] Air Force Army      Other DoD Navy      Navy      DLA       Army     
## [88579] Other DoD Army      Other DoD Other DoD Other DoD Air Force Navy     
## [88586] Air Force Navy      Army      Army      Navy      Air Force Air Force
## [88593] Army      Other DoD Navy      Other DoD Air Force Navy      Army     
## [88600] Air Force Air Force DLA       Navy      DLA       Air Force DLA      
## [88607] Air Force DLA       DLA       Navy      Air Force DLA       Air Force
## [88614] Air Force Air Force Army      Navy      Air Force Navy      DLA      
## [88621] DLA       Navy      DLA       DLA       Air Force Navy      Air Force
## [88628] Navy      Navy      Army      Army      Army      Navy      Other DoD
## [88635] Army      Army      Army      Navy      Navy      Army      Navy     
## [88642] DLA       Navy      DLA       Army      Army      Air Force Air Force
## [88649] Navy      DLA       Air Force Navy      Army      Navy      Navy     
## [88656] Navy      Air Force Army      Navy      Army      DLA       Army     
## [88663] DLA       DLA       Army      Army      Navy      Army      Air Force
## [88670] Army      Air Force Army      Air Force Navy      Air Force Air Force
## [88677] DLA       Army      Air Force Air Force Army      Air Force Army     
## [88684] DLA       Navy      DLA       Air Force Army      Army      Air Force
## [88691] Army      Army      Other DoD Army      Army      Air Force Navy     
## [88698] Navy      DLA       DLA       Other DoD DLA       Army      DLA      
## [88705] Air Force Army      Air Force DLA       DLA       Air Force Air Force
## [88712] Army      Army      Army      Army      Air Force Army      Army     
## [88719] Army      Navy      Army      Other DoD Air Force Other DoD Army     
## [88726] Army      Navy      Army      Other DoD DLA       Other DoD Army     
## [88733] DLA       DLA       Navy      DLA       Navy      Army      Army     
## [88740] Navy      Navy      Army      DLA       DLA       Air Force Other DoD
## [88747] Navy      Air Force Navy      Army      Army      Navy      Air Force
## [88754] Army      Navy      Air Force Navy      Navy      DLA       Air Force
## [88761] Army      Air Force Air Force DLA       DLA       Navy      Army     
## [88768] DLA       Other DoD Air Force Air Force Army      Air Force Army     
## [88775] Air Force Navy      Navy      Air Force Navy      Navy      DLA      
## [88782] Air Force DLA       DLA       Air Force Army      DLA       Army     
## [88789] Navy      Navy      Army      Other DoD Air Force Navy      Army     
## [88796] DLA       Navy      Navy      Air Force Air Force Navy      DLA      
## [88803] Other DoD Army      Navy      Navy      Army      DLA       DLA      
## [88810] Navy      Navy      Army      Army      Air Force DLA       Army     
## [88817] Army      Army      Army      Navy      Army      Army      Navy     
## [88824] Army      DLA       Army      Army      Air Force DLA       Air Force
## [88831] Navy      Other DoD Air Force Other DoD Navy      Navy      Army     
## [88838] Air Force Army      Army      DLA       DLA       Other DoD Other DoD
## [88845] Navy      Army      Army      Army      Army      Army      Army     
## [88852] Navy      Navy      Navy      Army      DLA       Navy      Navy     
## [88859] Air Force Army      Navy      Navy      Navy      Army      Army     
## [88866] Army      Navy      Army      Navy      DLA       Navy      Air Force
## [88873] Army      Navy      Other DoD MDA       Army      Air Force Air Force
## [88880] Army      Navy      Army      DLA       Navy      Air Force Navy     
## [88887] DLA       Navy      Navy      Other DoD Army      Army      Air Force
## [88894] Army      DLA       Air Force DLA       Navy      Navy      Army     
## [88901] Navy      Air Force Army      Navy      Other DoD Navy      Air Force
## [88908] Other DoD Other DoD Army      Air Force Army      Army      Army     
## [88915] Air Force Army      Other DoD Navy      Other DoD Air Force Army     
## [88922] DLA       Army      Navy      Other DoD Army      Army      Other DoD
## [88929] Army      Air Force Air Force Navy      Air Force Navy      Army     
## [88936] Navy      Navy      Navy      Air Force Air Force Army      Army     
## [88943] Air Force Air Force DLA       DLA       DLA       Navy      DLA      
## [88950] Navy      Army      Navy      Navy      Other DoD MDA       Army     
## [88957] Air Force Air Force DLA       Air Force Air Force DLA       Navy     
## [88964] Navy      Army      DLA       Navy      Navy      Army      Air Force
## [88971] Air Force Navy      Air Force Other DoD DLA       Army      DLA      
## [88978] DLA       Army      Army      Air Force Air Force Army      Army     
## [88985] Navy      DLA       Navy      DLA       Army      Other DoD Air Force
## [88992] Air Force DLA       Army      DLA       Air Force Army      Other DoD
## [88999] Navy      Army      Navy      DLA       Navy      Navy      Other DoD
## [89006] Army      DLA       Navy      DLA       Army      Other DoD Air Force
## [89013] Army      Navy      DLA       Navy      DLA       Air Force Army     
## [89020] Army      Navy      Air Force Air Force Army      Army      Army     
## [89027] DLA       Air Force Navy      Other DoD Army      Army      Air Force
## [89034] Army      Navy      Army      Air Force Air Force Navy      DLA      
## [89041] Navy      Other DoD Army      Other DoD Army      Air Force Other DoD
## [89048] Navy      DLA       Air Force Navy      Air Force Navy      Air Force
## [89055] Army      Other DoD Army      Army      Army      DLA       Navy     
## [89062] Army      Air Force Navy      Other DoD Army      Army      Air Force
## [89069] DLA       Navy      Navy      Navy      Army      Other DoD Navy     
## [89076] Air Force DLA       Army      DLA       Navy      Navy      Army     
## [89083] DLA       Army      Air Force Army      Other DoD Army      Army     
## [89090] Navy      DLA       Army      Air Force Army      Navy      DLA      
## [89097] Other DoD DLA       Air Force Army      Army      Other DoD Air Force
## [89104] Army      Navy      DLA       Army      Navy      Army      Army     
## [89111] DLA       Army      Air Force DLA       Air Force Navy      Navy     
## [89118] DLA       Navy      Navy      Navy      Army      Navy      Army     
## [89125] Navy      Army      Navy      Army      DLA       Navy      Navy     
## [89132] Army      DLA       Army      Air Force Navy      Army      Air Force
## [89139] Navy      Army      Army      Navy      Navy      Air Force Navy     
## [89146] DLA       Navy      Navy      Army      Navy      Army      Army     
## [89153] Navy      Navy      Air Force Army      Air Force Army      Air Force
## [89160] Army      Other DoD Other DoD Air Force Navy      Navy      Army     
## [89167] Navy      Navy      Air Force DLA       Army      Other DoD Other DoD
## [89174] DLA       Navy      Air Force Navy      Other DoD DLA       Air Force
## [89181] Army      Army      Army      Other DoD Army      Navy      Navy     
## [89188] DLA       Army      Army      DLA       Army      Other DoD Army     
## [89195] Navy      DLA       Army      Navy      Army      Other DoD Other DoD
## [89202] Army      Air Force Navy      Army      DLA       Navy      Other DoD
## [89209] DLA       Air Force Navy      Navy      Navy      Navy      Other DoD
## [89216] Air Force DLA       Navy      Army      Army      Air Force Navy     
## [89223] Army      Air Force Navy      Navy      Navy      Other DoD Army     
## [89230] Air Force Army      Army      Navy      Army      Navy      Army     
## [89237] Army      Other DoD Other DoD Army      Air Force Navy      Navy     
## [89244] Other DoD Army      Army      Army      Army      Navy      Navy     
## [89251] DLA       Navy      Navy      Navy      Army      Army      Army     
## [89258] Air Force Navy      Army      Army      Other DoD Navy      Army     
## [89265] Air Force Air Force Air Force Other DoD Army      Air Force DLA      
## [89272] Navy      Navy      Air Force Army      DLA       Army      Navy     
## [89279] Navy      Army      Army      Navy      Army      Navy      DLA      
## [89286] Army      Other DoD Army      Navy      Army      Army      Air Force
## [89293] Army      Other DoD Army      Army      DLA       Air Force Army     
## [89300] Air Force Other DoD Army      Army      Army      DLA       Army     
## [89307] Army      Air Force Air Force DLA       Army      Army      DLA      
## [89314] Other DoD Army      DLA       Other DoD DLA       Navy      Other DoD
## [89321] Air Force Navy      Army      Air Force DLA       Army      Army     
## [89328] Army      Navy      Army      Army      Air Force Air Force Navy     
## [89335] Air Force Army      Navy      Army      Army      Navy      DLA      
## [89342] Army      Air Force DLA       Air Force Army      Army      Navy     
## [89349] Navy      DLA       Army      Navy      Army      Army      DLA      
## [89356] Army      Navy      Navy      Air Force Air Force Navy      DLA      
## [89363] Navy      DLA       DLA       Other DoD Army      DLA       Army     
## [89370] Army      Navy      Army      Army      DLA       Army      Navy     
## [89377] DLA       Army      Air Force Navy      Navy      DLA       Navy     
## [89384] Army      Navy      Other DoD DLA       Other DoD Army      Army     
## [89391] Air Force Navy      Navy      DLA       DLA       Army      DLA      
## [89398] Air Force DLA       Army      DLA       Navy      Navy      Air Force
## [89405] Air Force Army      Navy      DLA       Other DoD DLA       Army     
## [89412] Other DoD Army      Navy      Army      Navy      Navy      Other DoD
## [89419] DLA       Air Force Army      Air Force Army      Air Force Army     
## [89426] Navy      DLA       DLA       DLA       Air Force Army      Army     
## [89433] Navy      Other DoD Army      DLA       Navy      Army      Air Force
## [89440] Army      Navy      Army      Navy      Air Force Other DoD Army     
## [89447] Air Force Other DoD Navy      Air Force Air Force Army      Navy     
## [89454] Army      Navy      Air Force DLA       Navy      Army      Army     
## [89461] Other DoD Navy      Army      Army      Army      Navy      Army     
## [89468] Army      DLA       Army      Navy      Army      Army      Army     
## [89475] Navy      Navy      Air Force DLA       Army      DLA       Other DoD
## [89482] DLA       Air Force Army      Navy      DLA       Air Force Army     
## [89489] Army      Other DoD DLA       Air Force Navy      Air Force Air Force
## [89496] Air Force DLA       Navy      Army      Army      Air Force Air Force
## [89503] DLA       DLA       Army      Air Force Navy      Other DoD Army     
## [89510] Navy      DLA       DLA       Army      Army      Army      Navy     
## [89517] Other DoD Army      Air Force Air Force Navy      Army      Air Force
## [89524] Army      Other DoD Other DoD Air Force Army      Navy      Navy     
## [89531] Army      Other DoD Army      DLA       Navy      Air Force Navy     
## [89538] DLA       Other DoD Navy      Army      Army      MDA       Army     
## [89545] Army      Other DoD Other DoD Navy      Navy      Navy      Air Force
## [89552] Air Force Army      Air Force DLA       Navy      DLA       Army     
## [89559] Other DoD Navy      Navy      Air Force Army      Army      Air Force
## [89566] Other DoD Army      Army      Navy      Army      Army      Navy     
## [89573] Other DoD Navy      Navy      Air Force Navy      Army      Navy     
## [89580] Army      Navy      Navy      Navy      Army      Other DoD Navy     
## [89587] DLA       Air Force Navy      Army      Other DoD Army      Army     
## [89594] Army      Air Force DLA       Navy      Navy      Air Force Army     
## [89601] Navy      Air Force Other DoD Navy      Air Force Navy      Air Force
## [89608] Navy      Navy      DLA       Army      Navy      Army      Navy     
## [89615] Navy      Other DoD Army      Army      DLA       Army      Navy     
## [89622] Other DoD Navy      Other DoD DLA       Air Force Air Force Navy     
## [89629] Air Force Air Force DLA       Navy      Air Force Other DoD Navy     
## [89636] DLA       Air Force Air Force Army      Army      Navy      Army     
## [89643] DLA       DLA       Army      Air Force Army      Navy      Army     
## [89650] Navy      Air Force Navy      Navy      Air Force Army      Air Force
## [89657] DLA       Navy      Army      DLA       DLA       Other DoD Navy     
## [89664] Army      Air Force Navy      Army      DLA       Air Force Navy     
## [89671] Air Force DLA       Navy      DLA       DLA       Air Force Air Force
## [89678] DLA       Air Force Air Force DLA       Navy      DLA       Navy     
## [89685] Navy      Other DoD DLA       DLA       Air Force Army      Navy     
## [89692] Navy      Navy      Navy      Navy      Army      DLA       Navy     
## [89699] Army      Army      Navy      DLA       Army      Air Force Army     
## [89706] Navy      Navy      Other DoD Air Force Other DoD DLA       Air Force
## [89713] Army      Navy      Navy      Army      Air Force Air Force Air Force
## [89720] Air Force Navy      DLA       Army      Navy      Army      Army     
## [89727] DLA       Army      DLA       Air Force Air Force Air Force DLA      
## [89734] Navy      Army      Air Force Army      Army      Army      Navy     
## [89741] Army      Other DoD Army      Navy      Other DoD Navy      DLA      
## [89748] Navy      Navy      Army      Army      DLA       Other DoD Army     
## [89755] Navy      Navy      Air Force DLA       Army      Navy      Army     
## [89762] Army      Navy      Army      Air Force Army      Army      DLA      
## [89769] Army      Air Force Other DoD Navy      Air Force Other DoD DLA      
## [89776] Air Force Army      Navy      Other DoD Other DoD Navy      Navy     
## [89783] Other DoD Army      Army      Other DoD Navy      Army      Navy     
## [89790] Army      Other DoD Army      Army      Army      Other DoD Navy     
## [89797] Air Force Navy      Army      Air Force Army      Army      Air Force
## [89804] Navy      Other DoD DLA       DLA       Air Force Navy      Army     
## [89811] Army      Air Force Air Force Other DoD Army      DLA       Navy     
## [89818] Other DoD DLA       Navy      Army      Army      Army      DLA      
## [89825] Army      Army      Army      Other DoD Air Force Army      Army     
## [89832] DLA       DLA       Navy      DLA       Army      Army      DLA      
## [89839] Army      Army      Army      Army      Army      Navy      DLA      
## [89846] Air Force Army      Air Force Other DoD Other DoD Army      Navy     
## [89853] Air Force Army      Air Force Army      Air Force Other DoD Air Force
## [89860] Army      Navy      Other DoD Navy      Navy      Air Force Navy     
## [89867] Army      Navy      Army      Army      Air Force Army      DLA      
## [89874] Army      Navy      Navy      Air Force Army      Navy      Navy     
## [89881] DLA       Army      Navy      Navy      Navy      Army      Other DoD
## [89888] Other DoD Navy      Army      Navy      Air Force Navy      Air Force
## [89895] Navy      Air Force Other DoD Army      DLA       Other DoD Army     
## [89902] Army      Air Force Air Force Other DoD DLA       Navy      Air Force
## [89909] Air Force Other DoD Navy      Army      Army      DLA       Army     
## [89916] Navy      Other DoD Army      DLA       Navy      Air Force Army     
## [89923] Navy      Navy      DLA       Army      Other DoD Air Force Air Force
## [89930] Army      Army      Navy      Air Force Army      Navy      Navy     
## [89937] Army      Other DoD Air Force Army      Army      DLA       DLA      
## [89944] DLA       Air Force Navy      Navy      Army      Army      Army     
## [89951] DLA       Army      DLA       Army      Army      Air Force Army     
## [89958] DLA       Navy      DLA       Navy      Navy      DLA       Army     
## [89965] Army      Air Force Navy      Navy      Navy      DLA       Navy     
## [89972] Army      Army      Air Force Air Force Navy      Army      Air Force
## [89979] Army      Navy      Army      Air Force Navy      Air Force Air Force
## [89986] Army      Army      DLA       Army      Army      Army      Navy     
## [89993] Navy      Navy      Navy      Other DoD Other DoD Army      Air Force
## [90000] Army      Army      Navy      Air Force Other DoD Army      Army     
## [90007] Army      Air Force Other DoD Other DoD Navy      Air Force DLA      
## [90014] Navy      Air Force Navy      Navy      DLA       Navy      Air Force
## [90021] Army      DLA       Other DoD Other DoD Air Force Air Force Navy     
## [90028] Army      Air Force Army      Other DoD Navy      Air Force Other DoD
## [90035] Air Force Army      Army      Navy      Air Force Army      DLA      
## [90042] Navy      Army      Navy      Navy      Air Force Navy      Other DoD
## [90049] Air Force Army      Army      Navy      Army      Other DoD Army     
## [90056] Other DoD Navy      Army      Army      Navy      Army      DLA      
## [90063] Army      DLA       Army      Air Force Navy      Navy      Army     
## [90070] Air Force Army      Navy      Other DoD Army      Army      Army     
## [90077] Army      Navy      Air Force Army      Navy      DLA       Navy     
## [90084] Army      Army      Navy      Army      Army      Navy      Other DoD
## [90091] Army      Army      Air Force Navy      Navy      Army      Navy     
## [90098] DLA       Navy      Air Force Army      Air Force Army      MDA      
## [90105] Air Force DLA       Army      Army      Other DoD Navy      Navy     
## [90112] Army      Other DoD Other DoD DLA       Other DoD Navy      Air Force
## [90119] Navy      Air Force Air Force Air Force Navy      Navy      Air Force
## [90126] Navy      Army      Navy      Air Force Army      Navy      Air Force
## [90133] Army      Army      Navy      Navy      Other DoD DLA       Navy     
## [90140] Other DoD Navy      DLA       Navy      Air Force Army      DLA      
## [90147] Air Force Army      Navy      Navy      Army      Army      DLA      
## [90154] Navy      Army      Navy      Army      Navy      DLA       Navy     
## [90161] Air Force Army      Navy      Other DoD Army      Army      DLA      
## [90168] Army      Other DoD Army      Army      Air Force Air Force Navy     
## [90175] Other DoD Army      Army      Army      Army      Navy      Navy     
## [90182] Navy      Army      MDA       Army      Navy      Army      Army     
## [90189] Navy      Navy      Navy      Air Force DLA       Air Force Army     
## [90196] DLA       Army      Navy      Army      DLA       Navy      Air Force
## [90203] Army      DLA       Air Force DLA       Army      Army      Army     
## [90210] Air Force Air Force Army      Army      Army      Navy      Army     
## [90217] Army      Air Force Navy      Army      Navy      Navy      DLA      
## [90224] Air Force Air Force DLA       Air Force Navy      Navy      Army     
## [90231] Army      Navy      Navy      Navy      Army      Navy      Army     
## [90238] Army      Navy      Air Force DLA       Navy      Navy      Army     
## [90245] Navy      Army      Navy      Other DoD Navy      Army      Army     
## [90252] Air Force Army      Air Force Navy      Air Force Navy      Air Force
## [90259] Air Force Army      Navy      Army      Navy      DLA       Army     
## [90266] Air Force Navy      Navy      Navy      Other DoD Army      Air Force
## [90273] Army      Air Force Air Force Navy      Army      Air Force Army     
## [90280] DLA       Army      Army      Other DoD Army      Army      Air Force
## [90287] Other DoD Other DoD Other DoD Air Force Air Force Army      Navy     
## [90294] Air Force Army      Air Force Army      Navy      Air Force Navy     
## [90301] DLA       Other DoD Navy      Navy      Army      Army      Air Force
## [90308] Air Force Air Force Navy      Army      Army      MDA       Army     
## [90315] Other DoD Air Force Other DoD Army      Air Force Other DoD Army     
## [90322] Air Force Air Force DLA       Army      Navy      Other DoD Other DoD
## [90329] Air Force Army      Air Force Army      Navy      Other DoD Air Force
## [90336] Army      Navy      Air Force Army      Navy      Army      Army     
## [90343] Navy      Navy      Air Force DLA       Air Force Navy      Navy     
## [90350] Navy      DLA       Army      Army      Army      Navy      DLA      
## [90357] Navy      Army      DLA       Air Force Air Force DLA       Army     
## [90364] Army      Army      DLA       Army      Air Force Army      Army     
## [90371] Navy      Army      Army      DLA       Navy      Air Force Air Force
## [90378] DLA       Army      Air Force Navy      Air Force Navy      Army     
## [90385] Navy      Air Force DLA       Navy      Navy      Other DoD Army     
## [90392] Navy      Army      Other DoD Army      Other DoD DLA       Navy     
## [90399] Navy      DLA       Navy      DLA       Navy      Navy      DLA      
## [90406] Army      Navy      Other DoD Air Force Army      Air Force Navy     
## [90413] Navy      Air Force Army      Army      Air Force Navy      Air Force
## [90420] Air Force Other DoD DLA       Navy      Army      DLA       Navy     
## [90427] DLA       DLA       Navy      Other DoD Army      Air Force Army     
## [90434] Air Force Army      Army      Army      Army      Navy      Air Force
## [90441] Navy      DLA       Air Force Army      Army      Air Force DLA      
## [90448] Army      Army      Air Force Other DoD Navy      Navy      Army     
## [90455] Navy      Other DoD Navy      Army      Army      Navy      Air Force
## [90462] Navy      Army      Army      Navy      Army      Air Force Army     
## [90469] Navy      Army      DLA       Army      Army      Army      Army     
## [90476] Army      Army      Navy      Navy      Army      MDA       DLA      
## [90483] Army      Air Force DLA       Navy      Navy      Army      Other DoD
## [90490] Navy      Air Force Navy      Air Force Other DoD DLA       Navy     
## [90497] DLA       Air Force DLA       Air Force Army      Army      Army     
## [90504] Other DoD Air Force Army      Navy      Other DoD Army      Navy     
## [90511] DLA       Navy      Army      DLA       Air Force Air Force Air Force
## [90518] Navy      DLA       Navy      Air Force Navy      Navy      DLA      
## [90525] Navy      Air Force Other DoD Army      Air Force Navy      Army     
## [90532] Army      Army      Air Force Other DoD DLA       Army      DLA      
## [90539] Navy      Air Force Army      DLA       Army      Navy      Navy     
## [90546] Army      Army      Army      Air Force DLA       DLA       Air Force
## [90553] Air Force Air Force Navy      Other DoD Air Force Army      Army     
## [90560] Air Force MDA       DLA       Air Force Air Force Navy      Navy     
## [90567] Navy      DLA       Air Force DLA       Army      DLA       Other DoD
## [90574] DLA       Army      Other DoD Other DoD Navy      Navy      Air Force
## [90581] Army      DLA       DLA       Other DoD Navy      Army      Navy     
## [90588] Air Force Army      Navy      Army      Navy      Air Force Navy     
## [90595] Navy      Air Force Air Force Air Force Navy      Air Force Navy     
## [90602] Navy      Air Force Air Force Army      Air Force Army      Navy     
## [90609] Army      Other DoD Army      Army      Army      Army      Army     
## [90616] Navy      DLA       Navy      Air Force Army      Navy      Army     
## [90623] Navy      DLA       Army      Army      Air Force Army      Navy     
## [90630] Army      Navy      Navy      Army      Army      Air Force Navy     
## [90637] Other DoD DLA       Army      DLA       Army      Army      Navy     
## [90644] Navy      Air Force DLA       Air Force Navy      Army      DLA      
## [90651] Army      Air Force Army      Army      Navy      Navy      Other DoD
## [90658] Air Force Air Force DLA       Other DoD Other DoD DLA       DLA      
## [90665] Army      Air Force Navy      DLA       Army      Army      Navy     
## [90672] Other DoD DLA       Navy      Navy      Army      DLA       Navy     
## [90679] DLA       Other DoD Army      Army      DLA       Air Force Other DoD
## [90686] Navy      Navy      Air Force DLA       Navy      DLA       Other DoD
## [90693] Air Force Navy      Navy      Navy      Army      Air Force Navy     
## [90700] Other DoD DLA       Army      Other DoD Air Force Army      DLA      
## [90707] Air Force Air Force Army      Navy      DLA       Army      Navy     
## [90714] Army      Navy      Other DoD Air Force Other DoD Air Force Navy     
## [90721] DLA       DLA       Navy      DLA       Army      DLA       Air Force
## [90728] Army      DLA       Army      Army      Navy      Army      Other DoD
## [90735] Air Force Navy      Navy      Navy      Navy      Air Force Navy     
## [90742] DLA       Army      Army      Other DoD Army      Navy      Air Force
## [90749] Navy      Navy      Army      Army      DLA       Army      Navy     
## [90756] DLA       Air Force Army      Air Force Other DoD Navy      Army     
## [90763] Army      Navy      Navy      Air Force Other DoD Navy      Navy     
## [90770] Air Force Army      Army      Navy      DLA       Other DoD DLA      
## [90777] Air Force Army      Army      Other DoD Army      Army      Other DoD
## [90784] DLA       Army      Army      Air Force Air Force Army      DLA      
## [90791] Navy      Navy      Air Force Air Force Army      Army      Army     
## [90798] DLA       Other DoD Navy      Navy      Army      Navy      Army     
## [90805] Navy      Navy      DLA       Army      Army      DLA       DLA      
## [90812] DLA       Army      Air Force Other DoD Navy      Army      DLA      
## [90819] Air Force DLA       Navy      Navy      DLA       Army      Army     
## [90826] Other DoD DLA       Army      Army      Other DoD Army      Army     
## [90833] Navy      Navy      DLA       Navy      Navy      Navy      Navy     
## [90840] Other DoD Army      Navy      Navy      DLA       Navy      Air Force
## [90847] Army      Navy      Other DoD Army      Navy      Air Force DLA      
## [90854] DLA       Army      Navy      Navy      Navy      Army      Army     
## [90861] Other DoD DLA       Army      Air Force Air Force Other DoD Air Force
## [90868] Navy      Navy      Air Force DLA       Army      Army      Navy     
## [90875] Navy      DLA       Navy      DLA       Navy      Navy      Navy     
## [90882] Army      Navy      Navy      Army      Air Force Army      Navy     
## [90889] DLA       Army      Army      Navy      Navy      Air Force Other DoD
## [90896] Air Force Air Force Army      Other DoD DLA       Air Force Navy     
## [90903] Army      Army      DLA       Air Force Air Force Navy      Army     
## [90910] DLA       Navy      Air Force DLA       Army      Air Force Navy     
## [90917] Army      Army      Army      Army      Air Force Army      Army     
## [90924] DLA       Navy      Army      DLA       Air Force Air Force DLA      
## [90931] Air Force DLA       Army      Other DoD Air Force Air Force Army     
## [90938] DLA       Navy      DLA       Army      Army      Army      Army     
## [90945] Army      Army      DLA       Navy      Air Force Air Force Navy     
## [90952] DLA       Navy      Army      Air Force DLA       Navy      Navy     
## [90959] DLA       DLA       Air Force DLA       Air Force Air Force Army     
## [90966] Navy      DLA       Navy      Air Force Navy      Air Force Navy     
## [90973] Air Force Navy      DLA       Army      Air Force Air Force Army     
## [90980] Army      Army      Navy      Air Force Navy      Army      Army     
## [90987] Army      Other DoD DLA       Navy      Other DoD Army      Navy     
## [90994] Air Force DLA       MDA       Army      Army      Navy      Navy     
## [91001] DLA       Army      Army      Navy      Air Force DLA       Army     
## [91008] Navy      Army      Army      DLA       Navy      Army      Army     
## [91015] Army      Army      DLA       Other DoD Army      Army      Navy     
## [91022] Navy      Army      Navy      DLA       Army      Navy      Other DoD
## [91029] Navy      Army      Air Force Air Force Army      Other DoD Army     
## [91036] Air Force Army      Other DoD DLA       Army      DLA       Navy     
## [91043] Army      Other DoD Navy      Navy      Air Force Army      Air Force
## [91050] DLA       Navy      Air Force Navy      Air Force Army      Army     
## [91057] Navy      Army      Army      Army      Army      Army      Navy     
## [91064] Army      Army      Army      Army      Army      Army      Navy     
## [91071] Navy      Army      Navy      DLA       Other DoD DLA       Army     
## [91078] Other DoD Navy      Air Force Other DoD Air Force Other DoD Army     
## [91085] Navy      Other DoD Army      Navy      DLA       Other DoD Army     
## [91092] Army      Army      Air Force Air Force Air Force Other DoD Navy     
## [91099] Navy      Air Force Army      Army      Navy      Air Force Army     
## [91106] Navy      Air Force Navy      DLA       Navy      Other DoD DLA      
## [91113] Navy      Navy      Navy      Navy      Army      Navy      Army     
## [91120] Army      Army      Army      Air Force Navy      Navy      Air Force
## [91127] Army      Army      Army      Navy      Navy      Navy      DLA      
## [91134] DLA       Other DoD Navy      Navy      Air Force Air Force Navy     
## [91141] Air Force Navy      Army      Navy      Army      Air Force Air Force
## [91148] Air Force Navy      Air Force Army      Army      Navy      Army     
## [91155] Army      Air Force Army      Air Force Army      MDA       Army     
## [91162] DLA       Army      Other DoD DLA       Army      Army      Air Force
## [91169] Navy      DLA       Army      Navy      Air Force Army      Air Force
## [91176] Air Force Army      Army      Air Force Air Force Army      DLA      
## [91183] Navy      Air Force DLA       Army      Army      Other DoD DLA      
## [91190] Army      Army      Navy      Army      Other DoD Army      Army     
## [91197] Navy      Air Force Army      DLA       Navy      Army      Army     
## [91204] Army      Army      Navy      DLA       Army      Air Force DLA      
## [91211] Other DoD Army      Army      MDA       Navy      Air Force DLA      
## [91218] Army      Navy      Navy      Army      Other DoD Air Force Army     
## [91225] Other DoD Other DoD Air Force Air Force Army      Air Force Air Force
## [91232] Army      Army      Other DoD Other DoD Air Force MDA       Army     
## [91239] DLA       Air Force Air Force DLA       Other DoD Army      Army     
## [91246] Air Force Navy      Army      Air Force Army      DLA       Navy     
## [91253] Navy      Air Force Army      Navy      DLA       Army      Air Force
## [91260] DLA       Army      Army      Other DoD Air Force Army      Navy     
## [91267] Other DoD Navy      Army      Air Force Navy      Army      Navy     
## [91274] Navy      Air Force Other DoD Other DoD DLA       Navy      Air Force
## [91281] Navy      Navy      Army      Navy      Navy      Other DoD DLA      
## [91288] Air Force Air Force Air Force Army      Army      Air Force Navy     
## [91295] Navy      Air Force Navy      Navy      Navy      Air Force Air Force
## [91302] Navy      Navy      Navy      DLA       Army      Army      Other DoD
## [91309] Navy      Army      Navy      Navy      Other DoD DLA       Navy     
## [91316] DLA       Air Force DLA       Army      Army      Navy      Air Force
## [91323] Army      Air Force Army      Navy      Navy      Other DoD Air Force
## [91330] Air Force DLA       Air Force Navy      Air Force Navy      Other DoD
## [91337] Army      DLA       Army      Navy      DLA       Navy      Navy     
## [91344] Air Force Navy      DLA       Navy      Air Force Navy      Army     
## [91351] DLA       Navy      Army      Air Force DLA       Other DoD Army     
## [91358] Navy      DLA       Army      Army      Air Force Navy      DLA      
## [91365] Navy      Other DoD Navy      DLA       Other DoD Air Force Navy     
## [91372] Navy      Navy      Army      Army      Army      DLA       Air Force
## [91379] Army      Air Force Army      Army      Navy      DLA       Navy     
## [91386] Army      Navy      Other DoD Army      Navy      Navy      Army     
## [91393] Army      Army      Army      Army      Navy      Navy      DLA      
## [91400] Army      Navy      Army      Navy      DLA       Navy      Air Force
## [91407] Other DoD Navy      Navy      Navy      DLA       Other DoD Army     
## [91414] Navy      Navy      Air Force Air Force Army      Army      Army     
## [91421] Navy      Army      Navy      Air Force Army      Army      Army     
## [91428] Army      Air Force Air Force Army      Air Force Other DoD Army     
## [91435] Army      Air Force Navy      Navy      Air Force Army      Navy     
## [91442] Navy      Army      Navy      Other DoD Air Force Army      Navy     
## [91449] Army      Army      Army      Navy      Army      Air Force Other DoD
## [91456] DLA       Army      Navy      Navy      Air Force Army      Other DoD
## [91463] Army      Air Force Navy      Air Force DLA       Army      Other DoD
## [91470] Other DoD Navy      Army      Other DoD Army      Navy      Navy     
## [91477] Air Force DLA       Navy      Army      DLA       Other DoD Air Force
## [91484] Navy      Navy      Army      Air Force DLA       Navy      Air Force
## [91491] Army      Navy      Other DoD Army      Navy      Other DoD Army     
## [91498] Navy      Navy      Army      Navy      Army      Navy      Navy     
## [91505] Air Force Air Force Navy      Army      Air Force Navy      Army     
## [91512] Army      DLA       Navy      Army      DLA       Navy      DLA      
## [91519] Army      Navy      Army      Air Force DLA       Navy      Air Force
## [91526] DLA       Navy      Navy      DLA       DLA       Army      Army     
## [91533] Air Force Army      Navy      Army      Army      DLA       Air Force
## [91540] Army      Air Force Army      Air Force Navy      Navy      Navy     
## [91547] Navy      Army      Air Force DLA       DLA       Army      Air Force
## [91554] Navy      Navy      DLA       Army      Navy      Navy      DLA      
## [91561] Navy      Navy      Navy      Navy      Navy      Other DoD Army     
## [91568] Army      Army      Navy      Navy      Air Force DLA       Army     
## [91575] Other DoD DLA       Army      Air Force DLA       Navy      DLA      
## [91582] Navy      Navy      Army      Navy      Other DoD Air Force Army     
## [91589] Navy      Navy      DLA       Navy      Navy      Air Force Other DoD
## [91596] Army      Navy      DLA       Other DoD Army      Army      Other DoD
## [91603] Army      Army      Other DoD DLA       Army      Army      DLA      
## [91610] Air Force DLA       Army      Other DoD Air Force DLA       Navy     
## [91617] Navy      Army      Navy      Army      Army      Air Force Navy     
## [91624] Navy      Air Force Air Force Army      Navy      Army      Army     
## [91631] Army      Air Force Army      Army      Army      Navy      Army     
## [91638] Navy      Other DoD Army      Army      Other DoD Other DoD Air Force
## [91645] Army      Army      Navy      Navy      Army      Air Force DLA      
## [91652] Army      Army      Navy      Navy      Navy      DLA       Other DoD
## [91659] Air Force Army      Air Force Navy      Air Force DLA       Air Force
## [91666] Air Force Air Force Navy      Navy      Other DoD Army      Army     
## [91673] Army      Other DoD Army      DLA       Other DoD Navy      Air Force
## [91680] Army      DLA       Air Force Air Force Navy      DLA       DLA      
## [91687] Army      Air Force Army      DLA       Navy      Army      Navy     
## [91694] Navy      Air Force Army      DLA       Army      Army      DLA      
## [91701] Navy      Other DoD Air Force Other DoD Other DoD DLA       Army     
## [91708] Army      DLA       Other DoD Navy      Air Force DLA       Army     
## [91715] Army      Army      Other DoD Army      Air Force Air Force DLA      
## [91722] Air Force Army      Army      Other DoD Air Force Air Force Navy     
## [91729] Navy      Army      Army      Army      Navy      DLA       Air Force
## [91736] DLA       Army      Navy      Navy      Other DoD DLA       Army     
## [91743] Navy      Navy      Air Force DLA       Army      Air Force Air Force
## [91750] Air Force Army      Navy      Army      Air Force DLA       Navy     
## [91757] Navy      Other DoD Army      Navy      DLA       DLA       Navy     
## [91764] Navy      Army      Air Force Air Force Air Force Navy      Air Force
## [91771] DLA       Air Force Navy      Navy      Navy      Other DoD Air Force
## [91778] Army      DLA       Army      Navy      Navy      Air Force Army     
## [91785] Navy      Other DoD Air Force DLA       Navy      Navy      Navy     
## [91792] Navy      Other DoD Army      Air Force DLA       Army      Army     
## [91799] Navy      Navy      MDA       DLA       Navy      Air Force Other DoD
## [91806] Army      Army      DLA       Navy      Army      DLA       Army     
## [91813] Air Force Air Force Navy      DLA       Other DoD Navy      Army     
## [91820] Air Force DLA       Navy      Army      Air Force Navy      Army     
## [91827] Army      Navy      Air Force Army      Other DoD Air Force Air Force
## [91834] Army      Navy      Navy      Navy      DLA       Navy      Air Force
## [91841] Army      DLA       Army      Navy      Navy      Army      DLA      
## [91848] Navy      Other DoD Army      Navy      Army      Air Force Air Force
## [91855] Army      Army      Army      Air Force DLA       Navy      DLA      
## [91862] Navy      Army      Navy      Other DoD Army      Army      Army     
## [91869] Air Force Air Force Army      Navy      Army      Other DoD Air Force
## [91876] Army      Other DoD Navy      Army      DLA       Army      Army     
## [91883] Army      Air Force Navy      Navy      Other DoD Army      DLA      
## [91890] Army      Army      Navy      Navy      DLA       Navy      Air Force
## [91897] Army      DLA       Navy      Navy      Air Force Navy      Army     
## [91904] Army      Air Force DLA       DLA       Other DoD Air Force MDA      
## [91911] Navy      DLA       Army      DLA       DLA       Army      Navy     
## [91918] Army      Navy      Air Force DLA       Navy      Army      Army     
## [91925] Army      Army      Navy      DLA       Air Force DLA       Air Force
## [91932] Navy      Navy      DLA       Army      Navy      Army      Army     
## [91939] Navy      Army      DLA       Army      Air Force Army      Army     
## [91946] DLA       DLA       Other DoD Air Force Army      Army      Navy     
## [91953] Army      Navy      Navy      Air Force Air Force Navy      Navy     
## [91960] Navy      DLA       Army      Army      Army      Navy      Army     
## [91967] Navy      Army      Army      Navy      DLA       Air Force Army     
## [91974] Air Force Navy      Army      Army      Army      MDA       Air Force
## [91981] Army      Army      DLA       Army      DLA       Army      Navy     
## [91988] Army      Air Force Army      Navy      Army      Other DoD Navy     
## [91995] Army      Air Force Army      Army      Air Force Air Force DLA      
## [92002] Air Force Air Force Air Force Army      DLA       Navy      Other DoD
## [92009] DLA       Navy      Other DoD Army      Air Force Other DoD Other DoD
## [92016] Air Force Navy      Other DoD Army      Air Force DLA       Air Force
## [92023] DLA       DLA       Navy      Air Force Other DoD Air Force Army     
## [92030] Air Force Other DoD Air Force Air Force Navy      Army      Air Force
## [92037] Army      DLA       Air Force Navy      Army      Navy      Army     
## [92044] Navy      Army      Other DoD Army      Navy      Army      Navy     
## [92051] Army      Navy      Army      Navy      Army      Other DoD Air Force
## [92058] Navy      Army      Army      Navy      DLA       DLA       Navy     
## [92065] DLA       DLA       DLA       DLA       Navy      DLA       Army     
## [92072] Other DoD Other DoD Air Force Air Force Navy      DLA       Navy     
## [92079] Navy      Army      DLA       Air Force Air Force Army      Army     
## [92086] Army      DLA       DLA       Navy      Army      Navy      Army     
## [92093] Other DoD DLA       Air Force Air Force Air Force Army      Army     
## [92100] Army      Navy      DLA       Navy      DLA       Navy      Navy     
## [92107] Army      Other DoD DLA       Navy      Navy      DLA       Air Force
## [92114] Army      Navy      Army      Other DoD Army      Navy      Air Force
## [92121] Army      Army      Army      Air Force DLA       Air Force DLA      
## [92128] Navy      DLA       Other DoD Army      Army      Other DoD Other DoD
## [92135] Army      Other DoD Army      Navy      Navy      Army      Other DoD
## [92142] Navy      Navy      Air Force Navy      Navy      Air Force Other DoD
## [92149] Army      Army      Air Force DLA       Army      Navy      Navy     
## [92156] DLA       Army      DLA       Air Force Navy      Army      Air Force
## [92163] Army      DLA       Army      Other DoD Army      Other DoD Navy     
## [92170] Navy      Air Force Navy      DLA       Navy      Navy      Army     
## [92177] Army      Army      Army      DLA       Army      Army      Air Force
## [92184] Air Force Air Force Navy      Other DoD Air Force Army      DLA      
## [92191] Air Force Army      Other DoD Air Force Navy      Navy      Navy     
## [92198] Army      Other DoD Air Force Air Force Army      Other DoD Army     
## [92205] Air Force Army      Air Force Army      Navy      Air Force Navy     
## [92212] Army      Navy      Army      DLA       Air Force Army      Other DoD
## [92219] Air Force DLA       Navy      Navy      Air Force Navy      Army     
## [92226] Navy      DLA       Air Force DLA       DLA       Army      Air Force
## [92233] Navy      DLA       Navy      Army      Other DoD Army      Navy     
## [92240] DLA       Air Force Army      Navy      Army      Air Force Air Force
## [92247] Air Force Air Force Air Force Air Force Other DoD Army      Other DoD
## [92254] Navy      Navy      Navy      Army      Army      Navy      Army     
## [92261] Navy      Navy      Navy      Navy      Air Force Navy      Air Force
## [92268] Navy      Army      DLA       DLA       Air Force Army      Army     
## [92275] Air Force Army      Air Force Army      Army      Navy      Army     
## [92282] Air Force DLA       Other DoD Army      Navy      Navy      Other DoD
## [92289] Air Force Army      Army      Navy      Navy      Navy      Air Force
## [92296] Navy      Navy      Army      Army      DLA       Navy      Other DoD
## [92303] Air Force Air Force Other DoD Navy      Other DoD Army      Navy     
## [92310] Navy      Army      Navy      Navy      Navy      Other DoD DLA      
## [92317] Army      Navy      Navy      Navy      Air Force Army      Army     
## [92324] Navy      Army      Army      Navy      DLA       Army      Navy     
## [92331] Army      Army      Army      Air Force DLA       Navy      Army     
## [92338] Army      DLA       Army      Army      Army      Army      Navy     
## [92345] Army      DLA       Air Force Air Force DLA       Air Force Navy     
## [92352] Army      Army      Army      Army      Navy      Navy      Army     
## [92359] Navy      DLA       Other DoD DLA       Navy      Army      Navy     
## [92366] Other DoD Air Force DLA       Navy      DLA       Army      Army     
## [92373] Navy      Army      Navy      Navy      Air Force Navy      Air Force
## [92380] Other DoD DLA       Air Force DLA       Navy      Navy      Army     
## [92387] MDA       DLA       Army      Navy      Other DoD Other DoD Army     
## [92394] Navy      Navy      Army      Army      Navy      DLA       DLA      
## [92401] Navy      DLA       Navy      Navy      Navy      Air Force Other DoD
## [92408] Army      Navy      Army      Army      Army      Air Force Army     
## [92415] Army      Navy      Air Force DLA       DLA       Army      Air Force
## [92422] Army      Navy      Army      Navy      Navy      Navy      Army     
## [92429] Other DoD Navy      Army      Navy      Army      Army      Other DoD
## [92436] Army      Navy      DLA       Army      Other DoD Army      Air Force
## [92443] Army      Army      Air Force DLA       Air Force Navy      Navy     
## [92450] Navy      Army      Army      Army      DLA       Navy      Navy     
## [92457] DLA       Other DoD Other DoD DLA       Air Force Other DoD Navy     
## [92464] DLA       Navy      Army      Air Force Army      Navy      Navy     
## [92471] Army      Navy      Army      Other DoD Army      Other DoD Other DoD
## [92478] Navy      DLA       DLA       Other DoD DLA       DLA       DLA      
## [92485] Navy      Army      Other DoD Navy      Other DoD Army      DLA      
## [92492] Navy      Navy      Army      Other DoD Army      Army      Air Force
## [92499] Other DoD Army      DLA       Army      Navy      Army      Army     
## [92506] Army      Navy      Army      Army      Army      Navy      Army     
## [92513] Air Force Army      Navy      Navy      Army      Army      Army     
## [92520] Air Force Army      Army      DLA       Army      Navy      Army     
## [92527] Navy      Air Force Air Force Navy      Air Force Army      Navy     
## [92534] DLA       Air Force Navy      Other DoD Army      Other DoD Army     
## [92541] Navy      DLA       Navy      Army      Other DoD Navy      Navy     
## [92548] Navy      DLA       Army      Air Force Air Force Army      DLA      
## [92555] Army      Army      DLA       Army      Army      Other DoD Navy     
## [92562] Navy      DLA       Army      DLA       Navy      Navy      Other DoD
## [92569] Air Force Other DoD Other DoD Navy      Navy      Navy      Army     
## [92576] Navy      Army      Army      Navy      Other DoD Army      Army     
## [92583] Army      Air Force DLA       Navy      Navy      DLA       DLA      
## [92590] Other DoD Army      Army      DLA       DLA       Other DoD Navy     
## [92597] Navy      MDA       Navy      Air Force Navy      Army      Other DoD
## [92604] Other DoD Navy      Air Force Other DoD Air Force Air Force MDA      
## [92611] Army      Air Force Army      Army      Army      Air Force DLA      
## [92618] DLA       Army      Air Force Army      Army      Navy      Other DoD
## [92625] Army      Navy      Navy      Air Force Army      Navy      Army     
## [92632] Army      Army      Army      Army      Navy      Air Force Navy     
## [92639] Army      Army      DLA       Air Force Navy      Navy      DLA      
## [92646] Navy      Navy      Other DoD DLA       Air Force DLA       Other DoD
## [92653] DLA       Air Force DLA       Navy      Army      Army      Air Force
## [92660] DLA       Army      Other DoD Army      Army      DLA       Air Force
## [92667] Army      Army      Other DoD Air Force Navy      Army      Other DoD
## [92674] Air Force Air Force DLA       Navy      Air Force Army      Air Force
## [92681] Navy      Air Force DLA       Navy      Army      Army      Army     
## [92688] Air Force Navy      Army      Army      Navy      Navy      Navy     
## [92695] Other DoD DLA       Army      Army      Air Force Army      Air Force
## [92702] Air Force DLA       Navy      Navy      Army      Other DoD Air Force
## [92709] Army      Army      Army      Navy      Army      Navy      Navy     
## [92716] Navy      Navy      DLA       Army      Army      Navy      Navy     
## [92723] Other DoD Navy      Army      Army      Army      Navy      Air Force
## [92730] DLA       Navy      Army      DLA       Navy      DLA       Other DoD
## [92737] Other DoD Navy      Army      Army      Navy      Other DoD Other DoD
## [92744] DLA       Other DoD Army      Navy      Air Force Air Force DLA      
## [92751] Army      Air Force Navy      Navy      Army      DLA       Air Force
## [92758] Navy      Army      Navy      Army      Army      Army      Navy     
## [92765] Army      Army      DLA       Other DoD Navy      Other DoD DLA      
## [92772] DLA       Army      Other DoD Air Force Navy      DLA       Air Force
## [92779] Navy      Navy      Other DoD Army      Army      Navy      Other DoD
## [92786] Air Force Navy      Army      Army      Army      Navy      Army     
## [92793] Army      DLA       Army      Army      Army      Air Force DLA      
## [92800] Other DoD Air Force Navy      Navy      Navy      Air Force Army     
## [92807] Army      Army      Navy      Other DoD Army      DLA       Other DoD
## [92814] Army      Navy      Navy      Army      DLA       Other DoD Other DoD
## [92821] DLA       Army      Navy      Army      Army      Air Force Navy     
## [92828] Other DoD DLA       Navy      Navy      Air Force Navy      Air Force
## [92835] Air Force Army      Navy      Other DoD Air Force Navy      Air Force
## [92842] Other DoD Army      Army      Army      Navy      DLA       Army     
## [92849] Army      Navy      Army      Air Force Army      Other DoD Air Force
## [92856] Army      Navy      DLA       DLA       DLA       Navy      Navy     
## [92863] Air Force Navy      DLA       Air Force Air Force Other DoD Army     
## [92870] Air Force Other DoD Army      Navy      Navy      Army      Army     
## [92877] Army      Army      Air Force Army      Air Force Army      Air Force
## [92884] Navy      Navy      Air Force Army      Air Force Navy      Army     
## [92891] Army      DLA       Army      Army      Other DoD Navy      DLA      
## [92898] Army      Army      Army      Navy      Air Force DLA       DLA      
## [92905] Army      Army      Navy      Navy      Air Force Army      Navy     
## [92912] Air Force Army      Army      Navy      Army      Air Force Army     
## [92919] Army      Other DoD Air Force Navy      Navy      Navy      Army     
## [92926] Army      Navy      Air Force Navy      Army      Air Force Navy     
## [92933] Army      Navy      Air Force Other DoD Navy      Navy      Navy     
## [92940] Navy      Army      DLA       Army      Army      Air Force DLA      
## [92947] DLA       Air Force Army      Navy      Army      DLA       DLA      
## [92954] DLA       Army      Army      Navy      Navy      Navy      Navy     
## [92961] Army      DLA       Army      Air Force Other DoD Army      DLA      
## [92968] Navy      Other DoD Navy      Army      Army      Navy      Navy     
## [92975] Army      Air Force Army      Air Force Navy      DLA       Navy     
## [92982] Other DoD Air Force DLA       Army      DLA       Other DoD DLA      
## [92989] Navy      DLA       Navy      Army      DLA       Air Force DLA      
## [92996] Navy      Army      DLA       DLA       DLA       Other DoD Air Force
## [93003] Army      Air Force Air Force Army      Other DoD Army      Army     
## [93010] Navy      Air Force Air Force Other DoD Army      Navy      DLA      
## [93017] Air Force Army      Air Force Army      Air Force Army      DLA      
## [93024] Air Force DLA       Air Force Other DoD Army      DLA       Army     
## [93031] Army      Army      Army      Army      Air Force Navy      Air Force
## [93038] Other DoD Navy      Army      DLA       Other DoD Navy      Navy     
## [93045] Other DoD Navy      Army      DLA       Other DoD Army      Air Force
## [93052] Other DoD Army      Other DoD Army      Army      Air Force Navy     
## [93059] DLA       Other DoD Navy      Navy      Army      DLA       DLA      
## [93066] Army      Air Force Other DoD Army      Army      Air Force Army     
## [93073] Army      Air Force Navy      Air Force Army      Other DoD Other DoD
## [93080] Other DoD DLA       Navy      Other DoD Army      Navy      Army     
## [93087] Navy      Air Force Navy      Army      DLA       Navy      Navy     
## [93094] Army      Army      DLA       Army      DLA       Army      Navy     
## [93101] Navy      Army      Navy      Navy      Army      Air Force Army     
## [93108] Other DoD Army      DLA       Air Force Army      Army      DLA      
## [93115] Army      Navy      Navy      Other DoD Air Force Army      DLA      
## [93122] Navy      Navy      DLA       Navy      Air Force DLA       Air Force
## [93129] Air Force DLA       Navy      Army      Army      Air Force Other DoD
## [93136] Other DoD DLA       Air Force Air Force Air Force Army      Army     
## [93143] Navy      DLA       Navy      Navy      Army      Air Force Navy     
## [93150] Navy      Navy      DLA       Army      Army      MDA       DLA      
## [93157] Navy      Army      Army      Air Force Other DoD Navy      Army     
## [93164] Navy      Air Force Air Force Army      Other DoD Navy      Army     
## [93171] Air Force Army      DLA       Air Force Air Force Navy      Other DoD
## [93178] Air Force Navy      Army      Navy      Air Force Army      Army     
## [93185] Navy      Air Force Navy      Navy      Army      Other DoD Other DoD
## [93192] Navy      Air Force Army      Navy      Navy      Army      Navy     
## [93199] Army      Air Force Other DoD Navy      Navy      Navy      Navy     
## [93206] Navy      Air Force Army      Navy      DLA       Navy      Navy     
## [93213] Navy      Army      Navy      Army      DLA       Army      Army     
## [93220] Navy      Other DoD Air Force Army      Navy      Army      Army     
## [93227] Air Force Air Force DLA       Other DoD Army      Army      Army     
## [93234] Army      Army      Air Force Army      Air Force Army      Navy     
## [93241] Army      Navy      DLA       Other DoD Army      Air Force Navy     
## [93248] Other DoD Other DoD DLA       Army      Army      Navy      Army     
## [93255] DLA       Other DoD Navy      Army      Army      Air Force Other DoD
## [93262] Army      Army      Army      Other DoD Air Force Army      Army     
## [93269] Army      Navy      Other DoD DLA       Air Force Navy      Army     
## [93276] Air Force Army      Army      Army      Air Force Other DoD Air Force
## [93283] Navy      Army      Army      Army      Air Force Navy      DLA      
## [93290] Army      Air Force Army      Army      Army      Army      Other DoD
## [93297] Air Force Other DoD Air Force Air Force Air Force Navy      Navy     
## [93304] Air Force Navy      Other DoD DLA       Army      Army      Navy     
## [93311] Navy      DLA       Army      Army      Army      Air Force Army     
## [93318] Navy      Air Force Navy      Army      Army      Army      Army     
## [93325] Air Force Air Force Army      Army      Other DoD Navy      Navy     
## [93332] Air Force Army      Army      DLA       DLA       Navy      Army     
## [93339] DLA       Navy      DLA       Navy      Navy      Army      Navy     
## [93346] Air Force Army      DLA       DLA       Army      Army      Army     
## [93353] Navy      Air Force Army      Army      Army      Navy      Army     
## [93360] DLA       Air Force DLA       DLA       Air Force Army      Army     
## [93367] Army      DLA       Navy      Navy      Air Force Navy      Air Force
## [93374] Army      DLA       Navy      Navy      Army      Navy      Army     
## [93381] Army      Air Force Army      Air Force Navy      Air Force DLA      
## [93388] Navy      Air Force Navy      Navy      Army      Army      Air Force
## [93395] Air Force Army      Air Force Air Force Air Force Air Force Other DoD
## [93402] Army      Air Force Navy      Army      Army      DLA       Army     
## [93409] Air Force Other DoD Air Force Army      Navy      Air Force DLA      
## [93416] Navy      Army      Other DoD Army      Other DoD Other DoD Other DoD
## [93423] Air Force DLA       Navy      Army      Navy      Army      Army     
## [93430] DLA       Navy      DLA       Navy      Army      Navy      Army     
## [93437] DLA       DLA       Army      Air Force Navy      Army      Army     
## [93444] Navy      DLA       DLA       Other DoD Army      Navy      Air Force
## [93451] Army      DLA       Navy      Navy      Army      Navy      Navy     
## [93458] Other DoD Air Force DLA       DLA       Army      Army      Other DoD
## [93465] Air Force Army      Army      Air Force Other DoD Navy      Navy     
## [93472] Navy      Navy      Army      Army      Air Force DLA       DLA      
## [93479] Other DoD Army      Navy      Navy      Army      Army      Air Force
## [93486] DLA       Army      Navy      Navy      Other DoD Air Force Army     
## [93493] Army      DLA       Other DoD DLA       Navy      Navy      Air Force
## [93500] Other DoD Air Force Army      DLA       Navy      MDA       Army     
## [93507] Navy      Navy      Air Force Navy      Army      Navy      Air Force
## [93514] Air Force Air Force Navy      Navy      Army      DLA       Air Force
## [93521] Navy      Navy      DLA       Other DoD Army      DLA       Navy     
## [93528] DLA       DLA       Army      Air Force Air Force Army      Navy     
## [93535] Army      Navy      Army      DLA       Other DoD Other DoD Navy     
## [93542] DLA       DLA       Other DoD Army      Navy      Army      Air Force
## [93549] Navy      Navy      Air Force DLA       Other DoD Army      Navy     
## [93556] Navy      Navy      DLA       Army      Army      DLA       Air Force
## [93563] Army      Army      Navy      DLA       DLA       Air Force Army     
## [93570] Navy      Navy      Army      DLA       Army      Other DoD Navy     
## [93577] Army      Army      Army      Army      Navy      Navy      Navy     
## [93584] Army      Navy      Navy      Navy      Navy      Navy      Navy     
## [93591] Army      Navy      Air Force Navy      Navy      DLA       Army     
## [93598] Army      Army      Navy      Air Force Air Force Army      Other DoD
## [93605] Army      Army      Air Force DLA       Other DoD DLA       Army     
## [93612] Navy      DLA       DLA       Air Force Army      Navy      DLA      
## [93619] Army      DLA       Army      DLA       DLA       Air Force Other DoD
## [93626] Air Force DLA       Air Force DLA       Army      Army      Navy     
## [93633] DLA       DLA       DLA       Navy      Air Force Army      Navy     
## [93640] Air Force Army      Navy      Air Force Army      Army      Army     
## [93647] DLA       Navy      Army      Navy      Other DoD Other DoD DLA      
## [93654] Army      Navy      DLA       Air Force Navy      Navy      Army     
## [93661] Army      Army      Army      DLA       Army      Navy      Other DoD
## [93668] Air Force Army      Army      Air Force Air Force Other DoD Army     
## [93675] Air Force Navy      Army      Army      DLA       Other DoD Air Force
## [93682] Army      Army      Other DoD Air Force Navy      Army      Air Force
## [93689] Army      DLA       Navy      DLA       Air Force Other DoD Air Force
## [93696] Army      Army      Army      Navy      Army      Army      DLA      
## [93703] Army      Army      Navy      Air Force DLA       Navy      Army     
## [93710] Navy      Army      Navy      Navy      Air Force Army      DLA      
## [93717] Army      Army      Army      Air Force Navy      Army      DLA      
## [93724] Army      DLA       Navy      Other DoD Other DoD Air Force Other DoD
## [93731] Navy      Navy      Navy      Army      Navy      Navy      Air Force
## [93738] Army      Navy      Army      Air Force Air Force Army      Navy     
## [93745] Navy      Army      Air Force Air Force Navy      Army      Navy     
## [93752] Navy      Air Force Army      Air Force Navy      Air Force DLA      
## [93759] Navy      Navy      Navy      DLA       DLA       Army      Army     
## [93766] Army      Navy      Army      Navy      Air Force Army      DLA      
## [93773] Navy      Air Force Army      Air Force Other DoD Navy      Navy     
## [93780] Army      Navy      Other DoD DLA       Air Force Navy      Army     
## [93787] Army      Army      Navy      Navy      Other DoD Air Force Air Force
## [93794] Air Force DLA       Navy      Army      Army      DLA       Air Force
## [93801] Air Force Army      Air Force Navy      Army      Other DoD Air Force
## [93808] Air Force DLA       Air Force Air Force Air Force Navy      Navy     
## [93815] Navy      Air Force Army      Other DoD Navy      Other DoD Army     
## [93822] MDA       Other DoD Army      Navy      Navy      Army      DLA      
## [93829] Air Force Other DoD Air Force Army      Other DoD Navy      Navy     
## [93836] Other DoD Other DoD Army      Other DoD Army      Navy      Air Force
## [93843] Navy      Army      DLA       Air Force Navy      Army      Army     
## [93850] Air Force Army      Air Force DLA       DLA       Army      Army     
## [93857] Air Force Navy      Air Force Army      Army      DLA       DLA      
## [93864] DLA       Other DoD Navy      Navy      Army      Navy      Navy     
## [93871] Other DoD Air Force Army      Other DoD Other DoD Army      Navy     
## [93878] Other DoD DLA       Air Force Navy      DLA       Navy      DLA      
## [93885] Navy      Army      Other DoD Navy      Navy      Other DoD Air Force
## [93892] Other DoD Air Force Navy      Navy      Air Force Army      Navy     
## [93899] Air Force DLA       Other DoD Air Force Other DoD Air Force Air Force
## [93906] DLA       Other DoD Air Force Navy      Army      Army      Army     
## [93913] MDA       Navy      Air Force MDA       Other DoD Air Force Navy     
## [93920] Air Force Air Force Navy      DLA       Army      Other DoD Army     
## [93927] Navy      Army      Army      DLA       Army      Navy      Army     
## [93934] DLA       Navy      Navy      Navy      DLA       Navy      Army     
## [93941] Navy      Navy      Navy      DLA       DLA       Navy      Navy     
## [93948] Army      Army      Air Force Other DoD Navy      DLA       Army     
## [93955] Army      Army      Navy      Navy      Army      Navy      Navy     
## [93962] Army      Other DoD Navy      Navy      DLA       Army      DLA      
## [93969] Army      Army      DLA       Other DoD Air Force Air Force Navy     
## [93976] Air Force Air Force Air Force Army      Navy      Army      DLA      
## [93983] Navy      Army      Army      Army      Other DoD Navy      Navy     
## [93990] Army      Other DoD Air Force Navy      Air Force Army      Navy     
## [93997] MDA       Air Force Navy      Army      DLA       DLA       Army     
## [94004] Army      Air Force Air Force Air Force Army      Army      Army     
## [94011] Army      DLA       Navy      Army      Army      Air Force Navy     
## [94018] Other DoD Navy      Army      Air Force Army      Navy      Navy     
## [94025] Air Force Navy      Air Force DLA       DLA       Navy      Army     
## [94032] Other DoD Other DoD Navy      Other DoD Army      Air Force Army     
## [94039] Navy      Army      Navy      Air Force Air Force DLA       Air Force
## [94046] Army      DLA       Navy      Army      Navy      Army      Army     
## [94053] Army      Navy      Navy      Navy      Air Force DLA       Army     
## [94060] DLA       Army      Other DoD Navy      Air Force Navy      Air Force
## [94067] Army      Army      DLA       Air Force Army      Navy      Navy     
## [94074] Air Force Army      DLA       Army      Army      Air Force Navy     
## [94081] DLA       Army      Army      Army      DLA       Army      Army     
## [94088] Navy      Army      Army      Army      Army      Other DoD Army     
## [94095] Navy      Air Force DLA       Army      Navy      Navy      Navy     
## [94102] DLA       Army      Navy      DLA       Navy      Navy      Army     
## [94109] Army      Air Force Navy      Army      Army      Air Force Navy     
## [94116] DLA       Navy      DLA       Army      Army      Air Force Navy     
## [94123] DLA       DLA       Air Force Navy      Army      DLA       Navy     
## [94130] Navy      Army      Army      Army      DLA       Other DoD Navy     
## [94137] Air Force Navy      Air Force Other DoD Army      Army      Army     
## [94144] Navy      Army      Other DoD Navy      Navy      Air Force Army     
## [94151] Army      Navy      Navy      Navy      Navy      Air Force Air Force
## [94158] Air Force Navy      Air Force Army      Navy      Navy      Navy     
## [94165] Other DoD Navy      Navy      Air Force Air Force MDA       Navy     
## [94172] Army      Air Force Navy      Navy      DLA       Navy      Army     
## [94179] Air Force Navy      Navy      Air Force Navy      Other DoD Navy     
## [94186] DLA       Army      Air Force Army      Army      Navy      Air Force
## [94193] Air Force DLA       Army      Navy      Army      Other DoD Army     
## [94200] Navy      Other DoD DLA       Navy      Other DoD Air Force Air Force
## [94207] Navy      Air Force Navy      Navy      Air Force Army      Navy     
## [94214] Army      Navy      Navy      Army      Army      DLA       Navy     
## [94221] Army      Army      Navy      Other DoD Navy      Army      Navy     
## [94228] DLA       Army      Army      Army      Navy      Army      Air Force
## [94235] Air Force Navy      Army      Navy      Navy      Navy      Other DoD
## [94242] Other DoD Navy      Navy      Air Force Navy      Air Force Army     
## [94249] Army      Navy      Navy      Army      Army      Army      DLA      
## [94256] Army      DLA       Navy      Air Force Navy      DLA       Army     
## [94263] Navy      Army      Army      Other DoD DLA       DLA       DLA      
## [94270] Navy      Air Force Air Force Army      Air Force Army      Navy     
## [94277] Air Force Navy      Navy      Navy      Navy      Navy      Other DoD
## [94284] Army      Navy      Navy      Navy      DLA       Navy      Navy     
## [94291] DLA       DLA       Navy      Army      Navy      DLA       Army     
## [94298] DLA       DLA       Air Force Army      DLA       Navy      Army     
## [94305] DLA       Other DoD Army      Navy      Army      Navy      Air Force
## [94312] DLA       DLA       Navy      Air Force Air Force Navy      Navy     
## [94319] DLA       Army      Army      Army      Navy      Air Force Army     
## [94326] Air Force Navy      Other DoD DLA       Army      Air Force Air Force
## [94333] Navy      Air Force DLA       Navy      Army      Navy      Navy     
## [94340] Air Force Army      Army      Navy      Army      Navy      Air Force
## [94347] Army      Army      Air Force Army      DLA       Other DoD Navy     
## [94354] Other DoD Navy      Other DoD Navy      Navy      Navy      Navy     
## [94361] Navy      Other DoD Other DoD Army      Army      Navy      DLA      
## [94368] Navy      Navy      Army      DLA       Navy      Other DoD Army     
## [94375] Navy      Air Force Other DoD Navy      Army      Army      Army     
## [94382] Army      Army      Army      Army      Navy      Army      Air Force
## [94389] Navy      Navy      Army      Army      Army      Navy      Army     
## [94396] Air Force Air Force Navy      Navy      Navy      Army      DLA      
## [94403] DLA       Army      Army      DLA       Navy      Air Force Other DoD
## [94410] DLA       Navy      Navy      Navy      Army      Army      Army     
## [94417] Navy      Army      Navy      Army      Navy      Army      Army     
## [94424] Navy      Other DoD Army      Army      DLA       Army      Other DoD
## [94431] Navy      Navy      DLA       DLA       Navy      Other DoD Air Force
## [94438] Other DoD Air Force Army      Army      Army      Air Force Army     
## [94445] Air Force Navy      Army      Navy      Navy      Other DoD Other DoD
## [94452] Other DoD Air Force Other DoD Navy      Army      Army      Air Force
## [94459] Air Force Army      Air Force Navy      Army      DLA       Navy     
## [94466] Navy      Air Force Other DoD Air Force Navy      DLA       Army     
## [94473] Other DoD DLA       Army      Navy      Navy      Army      DLA      
## [94480] Air Force Army      DLA       Air Force Army      Air Force DLA      
## [94487] Army      Army      DLA       DLA       Army      Army      Air Force
## [94494] Navy      Navy      Other DoD Other DoD Other DoD Army      Army     
## [94501] MDA       Army      Navy      Navy      DLA       Army      Other DoD
## [94508] Navy      Air Force Navy      Air Force Army      Navy      Army     
## [94515] Army      DLA       Air Force Other DoD Army      Navy      Air Force
## [94522] Air Force Navy      DLA       Air Force Navy      Army      Air Force
## [94529] Air Force Air Force Air Force Navy      DLA       DLA       DLA      
## [94536] Army      Navy      Other DoD Army      Army      Navy      Other DoD
## [94543] Army      Army      Navy      Army      Navy      Air Force Air Force
## [94550] Other DoD DLA       Army      Air Force Army      Air Force DLA      
## [94557] Army      DLA       Air Force Army      Air Force Air Force Navy     
## [94564] Army      Navy      Air Force Army      Air Force Army      Other DoD
## [94571] Navy      Army      Air Force Navy      Navy      Air Force Army     
## [94578] Navy      Air Force Other DoD Navy      Army      DLA       Air Force
## [94585] Navy      Navy      Army      Navy      Army      Navy      Air Force
## [94592] Army      Air Force Army      DLA       DLA       Other DoD Army     
## [94599] Army      Army      Army      Air Force Navy      DLA       Air Force
## [94606] Army      Navy      Army      Air Force Air Force Navy      Army     
## [94613] Air Force Air Force Other DoD Air Force Army      Army      Army     
## [94620] DLA       DLA       Air Force Army      Army      Other DoD Army     
## [94627] Navy      Navy      Other DoD Army      Army      Army      Air Force
## [94634] Navy      Army      Other DoD DLA       Air Force Army      Other DoD
## [94641] Army      Air Force Navy      DLA       Air Force Navy      Navy     
## [94648] Other DoD Other DoD Army      Air Force Air Force DLA       Army     
## [94655] DLA       Navy      Army      Air Force Navy      Navy      Navy     
## [94662] Army      Navy      Army      Air Force DLA       DLA       DLA      
## [94669] Air Force Other DoD Army      DLA       Air Force Navy      Other DoD
## [94676] Navy      Navy      DLA       Other DoD Army      Army      Navy     
## [94683] MDA       Navy      Army      Army      Air Force Army      Army     
## [94690] Navy      Navy      Navy      Navy      Navy      Air Force Navy     
## [94697] Army      DLA       Army      DLA       Air Force Army      Air Force
## [94704] Navy      DLA       Navy      Air Force Army      Army      Other DoD
## [94711] Army      Army      DLA       Navy      DLA       Navy      Army     
## [94718] DLA       Air Force Navy      Army      Army      Air Force Army     
## [94725] Navy      Other DoD Army      Army      Navy      Army      Navy     
## [94732] Navy      DLA       Navy      Army      Other DoD Army      Other DoD
## [94739] Army      DLA       Air Force Army      Army      Air Force DLA      
## [94746] Army      Navy      Navy      Air Force DLA       Navy      Navy     
## [94753] Navy      Navy      Army      Air Force Navy      Army      Navy     
## [94760] Navy      Navy      Army      Army      DLA       Air Force Army     
## [94767] Navy      DLA       Air Force Navy      Navy      Army      Navy     
## [94774] Air Force Air Force Army      Air Force Navy      Air Force Army     
## [94781] Navy      Army      Navy      Air Force Navy      DLA       Air Force
## [94788] Navy      Air Force Air Force Army      Navy      Other DoD DLA      
## [94795] Navy      Army      Army      Navy      Other DoD Air Force Army     
## [94802] Air Force Army      Other DoD Air Force Other DoD Army      Air Force
## [94809] Army      Navy      Navy      DLA       Navy      Army      Navy     
## [94816] Navy      Air Force Other DoD Other DoD Navy      DLA       Army     
## [94823] Army      Air Force Army      Navy      Navy      Navy      DLA      
## [94830] Army      Other DoD Navy      DLA       Army      Navy      Navy     
## [94837] Air Force Air Force Other DoD Navy      Navy      Army      DLA      
## [94844] DLA       Air Force Air Force Other DoD DLA       DLA       DLA      
## [94851] Air Force Air Force Navy      Army      Other DoD Army      Navy     
## [94858] DLA       Air Force Army      Other DoD Air Force Air Force Other DoD
## [94865] Navy      Navy      Air Force Army      DLA       Air Force DLA      
## [94872] Army      Navy      Army      Air Force Other DoD Army      Air Force
## [94879] Army      DLA       Air Force Navy      DLA       Navy      Navy     
## [94886] Army      Army      Army      Other DoD Navy      Air Force Other DoD
## [94893] Navy      Other DoD Navy      Air Force Other DoD Other DoD Navy     
## [94900] DLA       DLA       Army      Navy      Army      Navy      Army     
## [94907] Navy      Air Force Navy      Army      Other DoD Navy      Army     
## [94914] Navy      DLA       DLA       Army      Navy      Other DoD Army     
## [94921] DLA       Air Force Navy      Navy      Navy      Army      Army     
## [94928] Air Force Air Force Army      Air Force Air Force Navy      Army     
## [94935] Navy      Army      Air Force Air Force Air Force Navy      Other DoD
## [94942] Army      Army      Navy      Army      Other DoD Army      Navy     
## [94949] Other DoD Navy      Navy      Navy      Navy      DLA       DLA      
## [94956] DLA       Navy      Air Force Navy      Navy      DLA       Other DoD
## [94963] Army      Navy      DLA       Army      Air Force Navy      DLA      
## [94970] Army      Navy      Army      Army      Army      Other DoD Army     
## [94977] Navy      Air Force Air Force Air Force Navy      Air Force Other DoD
## [94984] Navy      Army      Army      Navy      Navy      Army      Army     
## [94991] Army      DLA       Navy      Army      Army      Army      Navy     
## [94998] Air Force Other DoD DLA       Navy      Army      DLA       Army     
## [95005] Air Force Army      Other DoD DLA       Other DoD Navy      Navy     
## [95012] Army      Army      DLA       Air Force DLA       Navy      DLA      
## [95019] Army      Army      Army      Army      Navy      Air Force Navy     
## [95026] Air Force Air Force DLA       DLA       Other DoD Other DoD Navy     
## [95033] Navy      Navy      Army      Navy      DLA       Army      Air Force
## [95040] Other DoD Army      Navy      Air Force Air Force Navy      Army     
## [95047] Navy      Army      DLA       Navy      Navy      Navy      Air Force
## [95054] DLA       Navy      Air Force Air Force DLA       Army      Army     
## [95061] Army      Army      DLA       Navy      Navy      Army      Air Force
## [95068] Navy      Navy      DLA       Navy      Other DoD Navy      DLA      
## [95075] Navy      Army      Navy      Army      Army      Navy      Army     
## [95082] Army      Air Force Air Force Navy      Navy      DLA       Navy     
## [95089] Army      Navy      Army      Army      Air Force Army      Army     
## [95096] Air Force Navy      Air Force Army      Air Force Army      Air Force
## [95103] Army      Navy      Navy      Air Force Air Force Navy      Other DoD
## [95110] Army      Other DoD Air Force DLA       Army      DLA       Army     
## [95117] Army      Air Force Navy      Other DoD Navy      Army      Army     
## [95124] Other DoD Navy      Navy      Navy      DLA       Air Force Navy     
## [95131] Army      Navy      Other DoD DLA       Air Force Navy      Air Force
## [95138] Navy      Navy      Other DoD Air Force Air Force Navy      DLA      
## [95145] Army      Other DoD Army      Other DoD Air Force Navy      Navy     
## [95152] Navy      Air Force Navy      Navy      Other DoD DLA       Navy     
## [95159] DLA       Navy      Air Force Navy      DLA       Air Force Other DoD
## [95166] Army      Other DoD Army      Army      DLA       Army      Navy     
## [95173] Air Force DLA       Air Force Army      DLA       Air Force DLA      
## [95180] Navy      DLA       Navy      Navy      Air Force Other DoD DLA      
## [95187] Navy      DLA       Other DoD Air Force Other DoD DLA       Army     
## [95194] Other DoD Navy      DLA       Navy      Other DoD Army      Navy     
## [95201] Army      Other DoD Army      Other DoD Navy      DLA       Air Force
## [95208] Other DoD Army      Army      Navy      Navy      Air Force DLA      
## [95215] DLA       Air Force Army      Navy      Other DoD Navy      Army     
## [95222] Navy      DLA       Air Force Navy      Other DoD DLA       Army     
## [95229] Navy      DLA       Navy      Navy      Army      Other DoD Navy     
## [95236] Air Force Other DoD Other DoD Navy      Army      DLA       DLA      
## [95243] Army      Air Force Army      Navy      Army      Other DoD Air Force
## [95250] Army      Other DoD Army      Army      Other DoD Air Force DLA      
## [95257] Air Force Air Force Air Force Air Force Army      Air Force Army     
## [95264] Navy      Army      Army      DLA       Navy      DLA       Navy     
## [95271] Army      DLA       Air Force Other DoD Navy      Army      Air Force
## [95278] Army      DLA       Air Force Army      Air Force Air Force Air Force
## [95285] Army      Army      Army      Other DoD Other DoD Navy      Army     
## [95292] Army      Navy      Other DoD Navy      DLA       Army      Army     
## [95299] Air Force Army      DLA       DLA       Other DoD Army      DLA      
## [95306] Navy      Navy      Other DoD Air Force Army      Army      DLA      
## [95313] DLA       Navy      DLA       Navy      Navy      DLA       Other DoD
## [95320] Army      Navy      Other DoD Navy      Air Force Air Force Other DoD
## [95327] Navy      Navy      Army      DLA       Air Force Army      DLA      
## [95334] Army      DLA       Navy      Air Force Other DoD DLA       Army     
## [95341] DLA       Navy      Navy      Army      DLA       Air Force Air Force
## [95348] Navy      Other DoD Navy      Other DoD Other DoD Other DoD Army     
## [95355] Other DoD Air Force Air Force Navy      Air Force Navy      Air Force
## [95362] Air Force Navy      DLA       Air Force DLA       DLA       DLA      
## [95369] DLA       Other DoD DLA       MDA       Navy      Other DoD Navy     
## [95376] Navy      Army      Air Force Army      Army      Army      Army     
## [95383] Navy      Army      Navy      Air Force Army      Navy      Air Force
## [95390] Air Force Army      Navy      Navy      Navy      Air Force Army     
## [95397] Navy      Air Force Navy      Air Force Army      Other DoD Navy     
## [95404] Air Force DLA       DLA       Air Force Navy      Army      Navy     
## [95411] Air Force Navy      Army      Navy      Army      DLA       Air Force
## [95418] Navy      Navy      Army      Army      Navy      Navy      Air Force
## [95425] Army      Navy      Other DoD Army      Army      Air Force Navy     
## [95432] Army      Navy      Army      Air Force Navy      Other DoD Air Force
## [95439] Navy      Army      Army      Navy      DLA       Army      DLA      
## [95446] Air Force DLA       Air Force Navy      Army      Navy      DLA      
## [95453] Other DoD DLA       Army      DLA       Army      Navy      Navy     
## [95460] Navy      Other DoD Navy      Navy      Other DoD Army      Navy     
## [95467] Army      DLA       Navy      Army      Army      Navy      Navy     
## [95474] Navy      Army      Navy      Army      Air Force Air Force Army     
## [95481] Navy      Air Force Air Force Navy      Navy      Navy      Army     
## [95488] Army      Air Force Navy      Air Force Other DoD Army      Navy     
## [95495] Navy      DLA       Navy      Army      Navy      DLA       Navy     
## [95502] DLA       Army      Army      Other DoD Air Force Army      Navy     
## [95509] Navy      Army      Other DoD Air Force Army      Air Force Air Force
## [95516] Air Force DLA       Air Force Navy      DLA       Army      Army     
## [95523] Other DoD Air Force Navy      Army      Navy      Navy      Other DoD
## [95530] Army      DLA       Navy      Other DoD Navy      Navy      DLA      
## [95537] Other DoD Navy      Air Force Air Force Air Force DLA       Army     
## [95544] Other DoD DLA       Army      Army      Army      DLA       Army     
## [95551] Navy      Army      Navy      Other DoD Navy      Navy      Army     
## [95558] Navy      DLA       Army      DLA       Navy      Navy      Army     
## [95565] Navy      DLA       Other DoD Navy      Navy      DLA       DLA      
## [95572] Air Force Air Force Army      MDA       Navy      Navy      Navy     
## [95579] Navy      DLA       Navy      DLA       DLA       Air Force Navy     
## [95586] Navy      Navy      DLA       Army      DLA       Navy      Air Force
## [95593] Navy      Navy      Navy      Other DoD Navy      Navy      Army     
## [95600] Army      Army      Army      Army      Army      Army      Army     
## [95607] Air Force Army      Navy      Army      Navy      DLA       Air Force
## [95614] Air Force Navy      DLA       Army      Navy      Navy      Other DoD
## [95621] Army      Army      Army      Air Force Navy      Navy      DLA      
## [95628] DLA       DLA       Army      Navy      DLA       Navy      DLA      
## [95635] Other DoD Army      Army      Navy      Navy      Army      Air Force
## [95642] Army      Navy      Army      Navy      Air Force Air Force Army     
## [95649] DLA       Air Force Army      Army      Navy      Air Force Navy     
## [95656] Navy      DLA       Army      Navy      Navy      DLA       Army     
## [95663] Air Force Army      Other DoD Air Force Navy      Navy      Army     
## [95670] DLA       Navy      Air Force Army      DLA       Other DoD Air Force
## [95677] DLA       Air Force DLA       Other DoD Other DoD Army      Navy     
## [95684] Navy      Navy      Navy      Other DoD Navy      Navy      Air Force
## [95691] Air Force Army      Army      DLA       Army      Army      Navy     
## [95698] Army      Air Force Army      Army      Army      DLA       Navy     
## [95705] DLA       Army      Army      Navy      Army      Air Force Navy     
## [95712] Navy      Navy      Army      Air Force DLA       Air Force Navy     
## [95719] Army      Other DoD DLA       Navy      Navy      Army      Air Force
## [95726] Navy      Army      Army      Navy      Navy      Navy      Army     
## [95733] Army      Navy      Air Force DLA       Army      Navy      Navy     
## [95740] Navy      Air Force Air Force Air Force DLA       Navy      Army     
## [95747] Army      Air Force Navy      Air Force Navy      Army      Army     
## [95754] Army      Army      Navy      Army      Army      Army      Army     
## [95761] Army      Army      Army      Air Force Army      DLA       Army     
## [95768] DLA       Army      Navy      DLA       Navy      Army      Army     
## [95775] Army      Air Force Army      Navy      Air Force Air Force DLA      
## [95782] Army      Army      DLA       Navy      Air Force Army      Air Force
## [95789] DLA       DLA       DLA       Navy      Army      Air Force DLA      
## [95796] Army      Navy      Army      DLA       Navy      DLA       Other DoD
## [95803] Navy      DLA       Army      Army      Army      Navy      Army     
## [95810] Navy      Army      Air Force Navy      Air Force Navy      Army     
## [95817] Navy      Navy      Other DoD Navy      DLA       Other DoD DLA      
## [95824] Air Force Army      Navy      Air Force Army      Army      DLA      
## [95831] Navy      Air Force DLA       Army      Navy      Army      Air Force
## [95838] Air Force Navy      DLA       Air Force Army      Army      Navy     
## [95845] Air Force Air Force Other DoD Navy      Navy      Navy      Navy     
## [95852] Air Force Air Force Navy      Army      Army      Navy      Navy     
## [95859] Navy      Navy      Army      Army      Army      Air Force Army     
## [95866] Air Force Navy      Air Force DLA       Navy      Army      Army     
## [95873] DLA       Air Force DLA       Army      Navy      Other DoD Navy     
## [95880] Army      Air Force Air Force Army      Navy      Other DoD Navy     
## [95887] Army      Air Force Air Force Army      Navy      Army      Air Force
## [95894] Army      DLA       Navy      Air Force Army      Other DoD Air Force
## [95901] Army      Navy      Other DoD Navy      Navy      Navy      Navy     
## [95908] Air Force Navy      MDA       DLA       Navy      Navy      Navy     
## [95915] Navy      Air Force Navy      Navy      DLA       Air Force DLA      
## [95922] DLA       Army      Navy      DLA       Air Force Army      Navy     
## [95929] Other DoD DLA       Other DoD Army      MDA       Navy      Navy     
## [95936] DLA       Army      Navy      Army      Air Force DLA       Navy     
## [95943] Air Force Air Force Navy      Navy      Navy      Air Force Navy     
## [95950] Navy      Army      Other DoD Army      Navy      Navy      Other DoD
## [95957] DLA       Air Force Other DoD Other DoD Air Force Army      Air Force
## [95964] Navy      Army      Other DoD Army      Air Force Army      Air Force
## [95971] Air Force Army      Other DoD Navy      Air Force Navy      Other DoD
## [95978] Other DoD Other DoD Air Force Army      Army      DLA       Other DoD
## [95985] Air Force Army      Navy      Navy      Navy      DLA       Air Force
## [95992] Army      Army      Air Force Air Force Navy      Navy      Navy     
## [95999] DLA       Army      Navy      Army      Air Force Navy      Navy     
## [96006] Navy      Navy      Navy      Army      Navy      Army      Air Force
## [96013] Air Force Army      Air Force Navy      Other DoD Army      Air Force
## [96020] Air Force Air Force Army      Air Force Army      Navy      Army     
## [96027] DLA       Air Force Air Force DLA       Navy      DLA       DLA      
## [96034] Army      Navy      DLA       DLA       Other DoD Navy      Navy     
## [96041] Other DoD Navy      Navy      Other DoD Other DoD Air Force Navy     
## [96048] Army      DLA       Army      Air Force Army      Army      Navy     
## [96055] Army      Army      Air Force Army      Air Force Air Force Army     
## [96062] Air Force Navy      Navy      Army      Navy      Army      Navy     
## [96069] Other DoD DLA       DLA       DLA       Other DoD Air Force Army     
## [96076] Army      Navy      Army      Air Force Army      Other DoD Other DoD
## [96083] DLA       Other DoD Navy      Navy      Army      Navy      Air Force
## [96090] Air Force Navy      DLA       Air Force Navy      Navy      Air Force
## [96097] Army      DLA       Navy      Air Force DLA       Army      Army     
## [96104] Navy      Navy      DLA       Other DoD Army      Army      Air Force
## [96111] Army      Army      Army      Navy      Navy      Navy      Navy     
## [96118] Navy      DLA       Navy      Army      Air Force Air Force Air Force
## [96125] Air Force DLA       Army      Army      Air Force Navy      DLA      
## [96132] Army      Air Force Navy      Army      Air Force Army      Navy     
## [96139] Other DoD Navy      Army      Other DoD Army      Air Force Navy     
## [96146] MDA       DLA       Navy      Army      Army      Navy      Air Force
## [96153] Navy      Navy      Navy      Air Force Navy      Navy      Navy     
## [96160] Air Force Navy      Air Force Army      Navy      Navy      Army     
## [96167] Navy      Other DoD Navy      Army      Navy      Army      DLA      
## [96174] DLA       Army      Air Force Army      Air Force Navy      Army     
## [96181] Navy      Navy      Other DoD Army      DLA       Air Force Navy     
## [96188] Air Force Navy      Navy      Army      Army      Navy      DLA      
## [96195] Navy      Army      Air Force Air Force Navy      Other DoD Other DoD
## [96202] Navy      Navy      Air Force Army      Navy      MDA       Air Force
## [96209] Army      Army      DLA       Army      Air Force Army      Navy     
## [96216] MDA       Air Force Navy      Army      Army      Navy      Army     
## [96223] Army      DLA       Army      DLA       Air Force DLA       Navy     
## [96230] Army      Army      DLA       Air Force Navy      DLA       Navy     
## [96237] Navy      Air Force Army      Air Force Navy      Army      Navy     
## [96244] Air Force DLA       Army      DLA       Other DoD Army      Air Force
## [96251] Navy      Air Force Navy      Army      Navy      Army      Air Force
## [96258] Air Force DLA       Other DoD Navy      Army      Army      Navy     
## [96265] DLA       Army      Army      Army      Army      Army      Navy     
## [96272] Army      Navy      DLA       Other DoD Other DoD Army      Army     
## [96279] DLA       Navy      Navy      Navy      Army      Other DoD Navy     
## [96286] Navy      Army      Army      Army      Army      Army      DLA      
## [96293] Army      DLA       Navy      Navy      Army      Army      Army     
## [96300] Navy      Army      Navy      Navy      Navy      Army      Army     
## [96307] Army      Navy      DLA       Navy      Air Force Army      Air Force
## [96314] Navy      DLA       Air Force DLA       Navy      Other DoD Navy     
## [96321] Army      Air Force Navy      Air Force Navy      Air Force DLA      
## [96328] Army      Navy      DLA       DLA       Navy      Air Force Air Force
## [96335] Army      Navy      Navy      Navy      Other DoD DLA       Army     
## [96342] Air Force Navy      Air Force Army      Army      DLA       Army     
## [96349] Army      Other DoD Army      Air Force Army      Army      Navy     
## [96356] DLA       Air Force DLA       Navy      Navy      Other DoD Navy     
## [96363] Navy      Army      Other DoD Air Force Navy      Air Force Navy     
## [96370] Air Force Army      Army      Navy      DLA       Army      DLA      
## [96377] Navy      Army      DLA       Army      Army      Navy      Army     
## [96384] Other DoD Air Force DLA       Other DoD Air Force Army      Army     
## [96391] Army      Navy      DLA       Navy      DLA       Other DoD Navy     
## [96398] Air Force Army      Army      DLA       Navy      Air Force Other DoD
## [96405] DLA       Army      Air Force Army      Navy      Army      Army     
## [96412] Navy      Navy      Other DoD Army      Army      DLA       Other DoD
## [96419] DLA       Other DoD DLA       Army      Army      Air Force DLA      
## [96426] DLA       Army      Navy      Navy      Air Force DLA       Army     
## [96433] Army      Navy      Army      Navy      Army      Other DoD Army     
## [96440] Navy      DLA       DLA       Army      Air Force Navy      Navy     
## [96447] DLA       Air Force DLA       Army      Army      Navy      Navy     
## [96454] DLA       DLA       Navy      Army      DLA       DLA       Navy     
## [96461] DLA       Air Force DLA       Army      Navy      Navy      Navy     
## [96468] Army      Navy      Navy      Navy      Air Force Army      Air Force
## [96475] Army      Air Force Army      Navy      DLA       DLA       Army     
## [96482] Army      Air Force Air Force Navy      Army      Army      Air Force
## [96489] DLA       Air Force Army      Air Force Navy      Other DoD Air Force
## [96496] Army      Navy      Army      Navy      Navy      Army      Navy     
## [96503] Navy      Army      DLA       Navy      Army      DLA       Army     
## [96510] DLA       Army      Navy      Army      Air Force Army      Other DoD
## [96517] Army      Other DoD Other DoD Army      Army      Air Force Army     
## [96524] Navy      Navy      Army      Army      DLA       Army      Navy     
## [96531] Navy      Navy      Army      DLA       Air Force Other DoD Other DoD
## [96538] Army      Air Force Army      Air Force DLA       Navy      Navy     
## [96545] Army      Army      Navy      Other DoD DLA       Air Force Army     
## [96552] Army      Air Force Air Force DLA       MDA       Navy      Army     
## [96559] Army      Navy      Navy      DLA       Army      Navy      Army     
## [96566] Army      DLA       Other DoD DLA       Other DoD DLA       Navy     
## [96573] Navy      Army      Air Force Army      DLA       Air Force Army     
## [96580] Army      Army      Air Force Army      Army      Navy      DLA      
## [96587] Navy      Navy      Other DoD DLA       Air Force DLA       Navy     
## [96594] Air Force Army      Air Force Army      Other DoD DLA       Army     
## [96601] DLA       DLA       Navy      Air Force Navy      Army      Army     
## [96608] Army      Army      Army      Army      Other DoD Army      Air Force
## [96615] Army      Army      Navy      Navy      Other DoD Army      DLA      
## [96622] Navy      Other DoD Navy      Navy      Army      Other DoD Air Force
## [96629] Navy      Army      Air Force Air Force Air Force Navy      Army     
## [96636] MDA       Navy      Army      Navy      Navy      Navy      Other DoD
## [96643] Army      Navy      DLA       Air Force Navy      Navy      DLA      
## [96650] Army      DLA       Other DoD Army      DLA       DLA       Air Force
## [96657] Air Force Army      Army      Navy      Navy      Navy      DLA      
## [96664] Navy      Air Force Army      DLA       Army      Navy      Navy     
## [96671] DLA       Army      Air Force Navy      Other DoD DLA       Air Force
## [96678] Army      Army      Navy      Navy      Navy      Other DoD Navy     
## [96685] Army      DLA       Army      Army      Navy      Navy      Navy     
## [96692] Air Force Army      DLA       Air Force Air Force DLA       Navy     
## [96699] Army      DLA       Other DoD Navy      MDA       DLA       Army     
## [96706] Navy      Army      Army      Army      Navy      Army      Army     
## [96713] Navy      Army      Navy      Air Force Army      Navy      Air Force
## [96720] Army      Navy      Air Force Air Force Air Force Army      Navy     
## [96727] Other DoD Navy      Navy      Air Force Navy      Army      Navy     
## [96734] Navy      Air Force Army      Navy      Air Force Navy      Other DoD
## [96741] Navy      Army      DLA       Navy      Navy      Air Force DLA      
## [96748] Army      DLA       Army      Army      Army      Army      Navy     
## [96755] Air Force Army      DLA       Air Force Army      DLA       Navy     
## [96762] Army      DLA       Army      Army      Army      Navy      Air Force
## [96769] Navy      Other DoD Air Force DLA       DLA       Navy      Other DoD
## [96776] Navy      Air Force Army      Navy      Other DoD Army      Army     
## [96783] Navy      DLA       Navy      Army      Navy      Navy      DLA      
## [96790] Air Force Other DoD Other DoD Air Force DLA       Other DoD Army     
## [96797] Army      DLA       Army      Navy      Army      Air Force Army     
## [96804] Navy      Navy      Army      Navy      Navy      Navy      Navy     
## [96811] Navy      Air Force Air Force Army      Navy      Navy      Other DoD
## [96818] DLA       Air Force DLA       Air Force Navy      DLA       Other DoD
## [96825] Navy      Other DoD Other DoD Navy      Navy      Army      DLA      
## [96832] Other DoD DLA       Army      Air Force Navy      Navy      Army     
## [96839] Army      DLA       Air Force Air Force Army      Army      Air Force
## [96846] Navy      DLA       Navy      Army      Navy      Air Force Army     
## [96853] DLA       Army      Army      Air Force DLA       DLA       DLA      
## [96860] Navy      DLA       DLA       Navy      Air Force DLA       Army     
## [96867] Army      Navy      Navy      Other DoD DLA       Navy      Air Force
## [96874] Navy      Army      Other DoD Army      Army      DLA       Navy     
## [96881] Army      DLA       Army      Air Force DLA       Air Force Army     
## [96888] Navy      Army      Air Force Navy      DLA       Army      Army     
## [96895] Air Force Navy      Army      Army      Navy      Army      Army     
## [96902] Air Force Air Force Navy      Army      Army      Air Force Air Force
## [96909] Air Force DLA       Air Force Air Force Army      Other DoD Army     
## [96916] Army      Air Force Other DoD DLA       Other DoD Air Force Air Force
## [96923] Army      DLA       Army      DLA       Navy      Army      Army     
## [96930] Army      Air Force Army      Other DoD Air Force Navy      Air Force
## [96937] Army      Air Force DLA       Navy      Army      Army      Army     
## [96944] Navy      Army      Army      Army      DLA       Navy      Navy     
## [96951] DLA       Army      Army      Army      Navy      Army      DLA      
## [96958] Army      DLA       Navy      Navy      Navy      DLA       Other DoD
## [96965] Navy      Army      Navy      Air Force Navy      Army      DLA      
## [96972] Navy      DLA       Navy      Navy      DLA       DLA       Navy     
## [96979] DLA       Navy      Army      Other DoD Army      Army      Army     
## [96986] Other DoD DLA       Air Force Navy      Army      Army      DLA      
## [96993] Army      DLA       Army      Army      Air Force Army      Army     
## [97000] Air Force Air Force Navy      Air Force Air Force Navy      Navy     
## [97007] Navy      Navy      Navy      Air Force Army      Other DoD Army     
## [97014] Air Force Other DoD MDA       Army      Army      Army      Other DoD
## [97021] Army      Navy      DLA       Army      Air Force Army      DLA      
## [97028] Navy      Army      Navy      Army      DLA       Army      MDA      
## [97035] Air Force Air Force Army      Navy      DLA       Other DoD Navy     
## [97042] Other DoD Army      DLA       Other DoD Navy      Army      Navy     
## [97049] Navy      Air Force Navy      Army      Navy      Army      DLA      
## [97056] Navy      Navy      DLA       Air Force Navy      DLA       Army     
## [97063] Navy      DLA       Other DoD Navy      Navy      Army      MDA      
## [97070] Army      Navy      Army      Navy      Army      Army      Army     
## [97077] Other DoD DLA       Navy      Army      Army      Air Force Navy     
## [97084] Navy      Other DoD DLA       DLA       Navy      Other DoD DLA      
## [97091] Navy      Air Force Air Force Navy      Air Force Army      Army     
## [97098] Navy      Army      Army      Army      DLA       Army      Army     
## [97105] DLA       Navy      DLA       Air Force Air Force Navy      Navy     
## [97112] Army      Army      Air Force Navy      Navy      Army      Navy     
## [97119] DLA       Navy      Other DoD Air Force Army      Air Force Army     
## [97126] Army      Navy      Navy      Navy      Army      DLA       Army     
## [97133] DLA       DLA       Army      Army      Army      Air Force Army     
## [97140] Navy      Army      Navy      Navy      Navy      DLA       Navy     
## [97147] Army      Army      Air Force Air Force Air Force Army      Navy     
## [97154] Army      Army      Navy      Air Force Navy      Army      Army     
## [97161] Other DoD DLA       Air Force DLA       Air Force Navy      Air Force
## [97168] Army      Other DoD DLA       Air Force DLA       Army      Air Force
## [97175] Navy      DLA       DLA       Other DoD Air Force Navy      Navy     
## [97182] Air Force DLA       DLA       Army      DLA       Navy      Air Force
## [97189] DLA       Army      Navy      Air Force Army      Army      Army     
## [97196] DLA       Air Force Navy      Navy      Army      Navy      Other DoD
## [97203] DLA       Navy      Navy      Army      DLA       Army      Navy     
## [97210] Army      Army      Navy      Army      DLA       Air Force Air Force
## [97217] Navy      Army      Army      Army      Air Force Air Force DLA      
## [97224] Air Force DLA       DLA       Air Force Other DoD Navy      Air Force
## [97231] Air Force Army      Other DoD Air Force Army      Navy      Other DoD
## [97238] Navy      Navy      Air Force Navy      Air Force Army      Navy     
## [97245] Other DoD Army      Army      Navy      Army      Air Force Army     
## [97252] Army      Navy      Air Force DLA       Navy      DLA       Army     
## [97259] Army      Air Force Air Force Army      Army      Air Force Army     
## [97266] DLA       Air Force Air Force Navy      Navy      Army      Other DoD
## [97273] Army      Army      Navy      Air Force Army      Navy      Army     
## [97280] DLA       Army      Navy      DLA       Army      DLA       Army     
## [97287] Navy      Army      Navy      Navy      Navy      Army      DLA      
## [97294] Air Force Navy      Army      Army      Army      Army      Navy     
## [97301] Army      DLA       Air Force Air Force Army      Other DoD Other DoD
## [97308] DLA       Navy      Army      Air Force Air Force Navy      Navy     
## [97315] Army      Navy      Navy      Navy      Navy      Navy      Navy     
## [97322] Army      DLA       Navy      Army      Navy      Navy      Other DoD
## [97329] Navy      Other DoD Navy      Army      Navy      Navy      Army     
## [97336] DLA       Navy      Army      Other DoD MDA       Navy      DLA      
## [97343] Navy      Air Force DLA       Other DoD Navy      Air Force DLA      
## [97350] Navy      Navy      Navy      Army      Army      DLA       DLA      
## [97357] Army      Other DoD Air Force Army      Other DoD Navy      Air Force
## [97364] Air Force Army      Army      Army      Army      Army      DLA      
## [97371] Navy      Air Force Air Force Air Force DLA       Other DoD Air Force
## [97378] Navy      Air Force Navy      Army      Navy      Air Force Army     
## [97385] Navy      Army      Other DoD Navy      Air Force Air Force Army     
## [97392] Navy      Other DoD Other DoD Navy      Air Force DLA       DLA      
## [97399] Air Force Army      Air Force Navy      Navy      Air Force DLA      
## [97406] Air Force Other DoD DLA       Air Force Navy      Army      Army     
## [97413] Army      DLA       Navy      Air Force DLA       Army      Other DoD
## [97420] Navy      DLA       DLA       Army      Navy      Air Force DLA      
## [97427] Navy      Army      Army      Army      Navy      Navy      Navy     
## [97434] Air Force Air Force DLA       Army      Air Force Army      Navy     
## [97441] DLA       Air Force Navy      Air Force Army      Navy      Other DoD
## [97448] Navy      Air Force Other DoD Navy      Navy      MDA       Army     
## [97455] Navy      DLA       DLA       Army      Army      Navy      Other DoD
## [97462] Army      Navy      Air Force Other DoD Air Force Other DoD DLA      
## [97469] Navy      DLA       Air Force Navy      Air Force Army      Army     
## [97476] Air Force Army      Navy      DLA       Air Force Navy      Air Force
## [97483] DLA       DLA       Army      Army      Navy      Army      DLA      
## [97490] Navy      Navy      Air Force Navy      DLA       Navy      Army     
## [97497] DLA       Army      Army      Army      Air Force Air Force Navy     
## [97504] Other DoD DLA       Navy      Navy      DLA       Army      Army     
## [97511] Navy      Army      Army      Army      Navy      Army      DLA      
## [97518] Army      Air Force DLA       DLA       Other DoD Navy      Army     
## [97525] Army      Air Force Army      DLA       Army      Other DoD Air Force
## [97532] Army      Army      DLA       DLA       DLA       Army      Navy     
## [97539] Army      Army      Other DoD Navy      Air Force DLA       Army     
## [97546] Air Force Navy      Army      Army      DLA       DLA       Navy     
## [97553] Navy      Air Force Navy      DLA       Navy      Air Force Air Force
## [97560] Army      Army      Air Force Navy      Navy      Other DoD Army     
## [97567] Air Force Navy      DLA       Army      DLA       Air Force DLA      
## [97574] Army      Air Force Air Force Navy      Army      Army      Army     
## [97581] Air Force Other DoD Army      Navy      Navy      Air Force Navy     
## [97588] Navy      Air Force DLA       Other DoD Navy      Air Force Navy     
## [97595] DLA       Navy      Air Force Air Force Navy      Navy      Army     
## [97602] DLA       Other DoD Army      Air Force Navy      Army      Air Force
## [97609] Navy      Army      DLA       DLA       Air Force Air Force Navy     
## [97616] DLA       Army      Army      Navy      Army      Army      Army     
## [97623] Army      Navy      Air Force Navy      Other DoD Air Force Army     
## [97630] Army      Air Force Air Force Army      Air Force Navy      Army     
## [97637] Army      Army      Army      Navy      DLA       Navy      DLA      
## [97644] Army      Navy      Other DoD Navy      Navy      Army      Air Force
## [97651] Army      Army      Other DoD Air Force DLA       Other DoD DLA      
## [97658] Army      Navy      Army      Air Force Other DoD DLA       Air Force
## [97665] Air Force Air Force Navy      Air Force Army      Navy      Army     
## [97672] Army      Navy      Air Force Air Force Navy      Army      Army     
## [97679] Other DoD Army      Army      Army      Navy      Other DoD Navy     
## [97686] Air Force DLA       Army      Navy      Army      DLA       Navy     
## [97693] Air Force Army      DLA       Other DoD Air Force DLA       DLA      
## [97700] Army      Navy      Air Force Other DoD Other DoD Army      Air Force
## [97707] Army      Air Force DLA       Navy      Navy      Air Force Air Force
## [97714] Navy      Army      Army      Air Force Navy      Navy      Navy     
## [97721] DLA       Air Force DLA       Navy      Army      Navy      Air Force
## [97728] Air Force Navy      Navy      Army      Army      Air Force Navy     
## [97735] Navy      Army      Other DoD Air Force Navy      DLA       Air Force
## [97742] Army      Other DoD Army      DLA       Navy      DLA       Navy     
## [97749] Air Force Air Force DLA       Other DoD Navy      DLA       Navy     
## [97756] Air Force Navy      DLA       Army      Air Force Air Force Other DoD
## [97763] Navy      Army      DLA       Army      Army      DLA       Other DoD
## [97770] Navy      DLA       Air Force Other DoD Navy      Army      Navy     
## [97777] DLA       Army      DLA       Army      Air Force Navy      Navy     
## [97784] Navy      Navy      DLA       Navy      Other DoD Army      Navy     
## [97791] Air Force DLA       DLA       Army      Air Force Army      DLA      
## [97798] Army      Army      DLA       Air Force DLA       Army      Army     
## [97805] Navy      Navy      DLA       Navy      Army      Air Force Navy     
## [97812] Army      Air Force Air Force Air Force Air Force DLA       Army     
## [97819] Air Force Army      Other DoD Navy      Air Force Air Force DLA      
## [97826] Navy      Navy      Air Force Army      Air Force Air Force DLA      
## [97833] Army      Air Force Other DoD Air Force DLA       Navy      Navy     
## [97840] Navy      Army      Army      DLA       Air Force Navy      Air Force
## [97847] Other DoD Navy      Army      Army      Navy      Army      Army     
## [97854] DLA       DLA       Other DoD Other DoD Army      Other DoD Air Force
## [97861] Navy      DLA       Air Force Other DoD Army      Other DoD Navy     
## [97868] Navy      Navy      Other DoD Air Force Navy      Army      Air Force
## [97875] DLA       DLA       Navy      DLA       Air Force Army      Army     
## [97882] Army      Navy      Navy      Air Force DLA       Army      Navy     
## [97889] Navy      DLA       Air Force Navy      Air Force Navy      Army     
## [97896] Army      DLA       DLA       Air Force Navy      DLA       Navy     
## [97903] Air Force Other DoD Air Force Navy      Navy      Navy      Navy     
## [97910] Army      DLA       Navy      Army      Navy      Air Force Army     
## [97917] Army      DLA       DLA       Army      Navy      DLA       Army     
## [97924] Army      Army      Air Force Army      Army      Navy      Air Force
## [97931] Navy      Navy      Navy      Navy      Army      Navy      Army     
## [97938] DLA       Air Force Army      Army      Army      Navy      Navy     
## [97945] Navy      Air Force Army      Army      Navy      Air Force Navy     
## [97952] Air Force Navy      Army      Other DoD Air Force DLA       Air Force
## [97959] Other DoD Navy      Other DoD Navy      Army      Army      Air Force
## [97966] Navy      Navy      Navy      Army      DLA       Other DoD Army     
## [97973] Navy      Air Force Army      Other DoD Army      Navy      Other DoD
## [97980] Army      Army      Army      Navy      Army      Navy      Army     
## [97987] Air Force Air Force Air Force Navy      Navy      DLA       Other DoD
## [97994] Other DoD Air Force Other DoD Other DoD Other DoD Navy      DLA      
## [98001] Navy      Navy      Army      DLA       Navy      DLA       Air Force
## [98008] Other DoD Navy      Navy      Army      Navy      Army      Other DoD
## [98015] Army      Army      Navy      DLA       Navy      Air Force Army     
## [98022] Air Force Navy      Air Force Other DoD Air Force Army      Air Force
## [98029] Army      DLA       Navy      Other DoD Air Force Army      Army     
## [98036] Navy      Air Force DLA       Army      DLA       Army      Army     
## [98043] Army      Army      Army      Air Force Navy      Air Force Navy     
## [98050] Navy      Other DoD Air Force Air Force Air Force Air Force Navy     
## [98057] DLA       Army      Army      Army      Army      Army      Navy     
## [98064] DLA       DLA       DLA       Army      Army      Army      Air Force
## [98071] Navy      Air Force Army      Air Force DLA       Army      DLA      
## [98078] Army      Army      Air Force Navy      Navy      Navy      Army     
## [98085] Air Force Army      Army      Navy      Army      Air Force Army     
## [98092] Army      Navy      Air Force Army      Army      Air Force Navy     
## [98099] Army      DLA       Navy      Navy      Navy      Air Force Army     
## [98106] DLA       DLA       Air Force Air Force Army      Army      Air Force
## [98113] Air Force Army      Army      DLA       Army      DLA       Other DoD
## [98120] Air Force Navy      Army      Navy      Army      DLA       Navy     
## [98127] Army      Air Force Army      Navy      Navy      Air Force Air Force
## [98134] DLA       Air Force Army      DLA       Army      DLA       Army     
## [98141] Other DoD Navy      Army      Army      Army      Air Force Other DoD
## [98148] Air Force Navy      Air Force Other DoD Air Force Army      Air Force
## [98155] DLA       DLA       DLA       Navy      Army      Army      Army     
## [98162] Air Force Navy      Army      Army      Other DoD Army      Other DoD
## [98169] Other DoD Air Force Army      Army      Air Force Air Force Army     
## [98176] Other DoD Navy      DLA       Air Force Air Force DLA       Army     
## [98183] Air Force Air Force DLA       Army      Navy      Air Force Army     
## [98190] DLA       Other DoD Navy      Navy      Army      Air Force Navy     
## [98197] DLA       Navy      Army      Navy      Army      Navy      Navy     
## [98204] Army      Navy      Navy      Air Force DLA       DLA       Air Force
## [98211] Other DoD Army      Air Force Army      Navy      Air Force Army     
## [98218] Army      DLA       Army      Army      DLA       DLA       Army     
## [98225] DLA       Army      Air Force Navy      Navy      Navy      Navy     
## [98232] Army      Army      Army      Army      Navy      Navy      Army     
## [98239] Army      Navy      Air Force DLA       Air Force Army      Navy     
## [98246] Navy      Army      Army      DLA       Navy      Navy      Other DoD
## [98253] Army      Air Force Army      Navy      Army      Other DoD Navy     
## [98260] Army      Navy      Navy      Other DoD DLA       DLA       Navy     
## [98267] Air Force Army      DLA       Army      Navy      Navy      Other DoD
## [98274] Air Force Navy      Navy      Navy      Army      Navy      Army     
## [98281] DLA       Air Force Air Force Air Force Army      DLA       Army     
## [98288] Army      Air Force Navy      DLA       Army      Navy      DLA      
## [98295] Navy      Army      DLA       DLA       Army      Air Force Army     
## [98302] Army      Other DoD Navy      Army      Army      Army      DLA      
## [98309] Air Force Army      Army      Navy      Army      Other DoD Other DoD
## [98316] Air Force Army      Navy      DLA       Air Force Navy      Army     
## [98323] Air Force Army      Army      Navy      Navy      DLA       Army     
## [98330] Air Force Navy      Navy      Air Force Army      Army      Air Force
## [98337] Navy      DLA       DLA       Navy      Army      Navy      Navy     
## [98344] Navy      DLA       Navy      Army      Air Force Army      Other DoD
## [98351] Other DoD Air Force Other DoD Army      Navy      Army      Army     
## [98358] Army      Navy      Army      Navy      Navy      Navy      DLA      
## [98365] Air Force Navy      Army      DLA       Army      Army      DLA      
## [98372] Other DoD Air Force Army      DLA       Army      Navy      Air Force
## [98379] Air Force Navy      Air Force Army      MDA       Air Force Navy     
## [98386] Army      Air Force Air Force Navy      DLA       Air Force Navy     
## [98393] Air Force Army      Air Force Air Force Other DoD Navy      Other DoD
## [98400] Navy      Air Force Other DoD Army      Army      Navy      Army     
## [98407] Air Force Navy      DLA       Navy      Army      Air Force Other DoD
## [98414] Army      Other DoD DLA       Army      Other DoD DLA       DLA      
## [98421] Navy      Other DoD Army      DLA       Navy      Other DoD Navy     
## [98428] Navy      Air Force Navy      Air Force DLA       DLA       Navy     
## [98435] Army      Navy      Air Force Army      Navy      DLA       Navy     
## [98442] Air Force DLA       Army      DLA       Navy      Army      Navy     
## [98449] Navy      Navy      Air Force Army      Navy      Army      Army     
## [98456] Army      Army      Other DoD Army      Navy      Army      Air Force
## [98463] Army      Navy      DLA       Air Force DLA       Navy      Navy     
## [98470] Air Force Air Force DLA       DLA       Air Force Army      Navy     
## [98477] Other DoD DLA       Army      Other DoD DLA       Army      Air Force
## [98484] DLA       Navy      Army      DLA       Air Force DLA       Other DoD
## [98491] Army      DLA       Army      Navy      Navy      Army      Navy     
## [98498] Air Force DLA       Army      Air Force Navy      Navy      Navy     
## [98505] Air Force DLA       Army      Air Force Army      Other DoD Army     
## [98512] Navy      Army      Navy      Air Force Army      Army      Air Force
## [98519] Other DoD Air Force DLA       Army      Navy      Navy      Navy     
## [98526] Navy      Air Force Army      Other DoD Army      Navy      Air Force
## [98533] Other DoD Other DoD DLA       Army      Other DoD Air Force Army     
## [98540] Air Force DLA       Navy      DLA       Navy      Air Force DLA      
## [98547] Air Force Navy      Army      Air Force Navy      Army      Army     
## [98554] Navy      Navy      Air Force Army      Navy      Air Force Air Force
## [98561] Air Force Navy      Navy      Air Force Army      Navy      Air Force
## [98568] Air Force Navy      Navy      Navy      Navy      Navy      Air Force
## [98575] Other DoD Navy      Army      Navy      Navy      DLA       Navy     
## [98582] Other DoD Army      Army      Navy      Army      Air Force Air Force
## [98589] Navy      Army      Navy      Navy      Army      Army      DLA      
## [98596] Army      Other DoD Air Force Army      Army      Air Force Army     
## [98603] Navy      Army      Other DoD DLA       Army      DLA       Army     
## [98610] Navy      Air Force Other DoD Navy      Other DoD DLA       Navy     
## [98617] Army      Army      Air Force Army      DLA       DLA       Navy     
## [98624] DLA       Army      Navy      DLA       DLA       Army      Air Force
## [98631] Navy      Army      DLA       DLA       Army      Army      Army     
## [98638] Navy      DLA       DLA       Army      Army      Navy      DLA      
## [98645] Navy      Army      Army      Navy      Other DoD Air Force Navy     
## [98652] Air Force Air Force Air Force Air Force Air Force Army      Air Force
## [98659] Navy      Navy      Army      Army      Navy      DLA       Other DoD
## [98666] Other DoD Army      Navy      Navy      Air Force Navy      Army     
## [98673] Air Force Air Force Army      Navy      Air Force Navy      Air Force
## [98680] Army      Army      DLA       DLA       DLA       Army      DLA      
## [98687] Air Force Navy      Air Force DLA       Other DoD Navy      Navy     
## [98694] Air Force Navy      Navy      Air Force DLA       Army      Navy     
## [98701] Navy      Other DoD Air Force Other DoD Army      Navy      Army     
## [98708] Army      Army      Navy      Army      Other DoD Army      Army     
## [98715] Army      Army      Army      Air Force Navy      Army      DLA      
## [98722] Navy      Air Force Army      Air Force DLA       Army      Navy     
## [98729] Army      Navy      Air Force Army      Army      Navy      Navy     
## [98736] Air Force Navy      Army      Navy      Navy      Army      Air Force
## [98743] Navy      Navy      Navy      Army      Army      Navy      Navy     
## [98750] Army      DLA       Army      Army      Navy      Other DoD Air Force
## [98757] Army      Air Force Other DoD Air Force Navy      Army      Air Force
## [98764] Air Force Other DoD Air Force DLA       Air Force Air Force Army     
## [98771] Army      Navy      Army      Navy      DLA       Air Force Army     
## [98778] Army      Army      Navy      Army      Air Force Army      DLA      
## [98785] Army      Navy      Other DoD DLA       Navy      Navy      Other DoD
## [98792] Navy      Air Force Air Force Army      DLA       Air Force Army     
## [98799] Air Force DLA       Army      Air Force Navy      DLA       MDA      
## [98806] Army      Navy      Air Force Navy      Army      Air Force Air Force
## [98813] DLA       Army      Army      Navy      Army      DLA       Navy     
## [98820] DLA       Navy      MDA       Air Force Navy      Air Force MDA      
## [98827] Navy      Army      Navy      Navy      Navy      Navy      Navy     
## [98834] Army      DLA       Air Force Army      Army      Navy      Navy     
## [98841] Air Force Army      Army      Navy      Air Force Army      Navy     
## [98848] DLA       Other DoD Air Force Air Force Navy      Navy      Army     
## [98855] Navy      Army      Navy      Navy      Air Force Army      DLA      
## [98862] Navy      DLA       DLA       Air Force Air Force Navy      Air Force
## [98869] Other DoD Army      Navy      Navy      Army      Army      Air Force
## [98876] Navy      DLA       Army      Air Force Other DoD Army      Other DoD
## [98883] Air Force Army      Other DoD Other DoD Army      Navy      Navy     
## [98890] Navy      DLA       Navy      Navy      Navy      DLA       Other DoD
## [98897] DLA       Other DoD DLA       Navy      Other DoD Air Force DLA      
## [98904] Other DoD Air Force Army      Air Force Army      Air Force Army     
## [98911] DLA       DLA       Army      Air Force Air Force Navy      Navy     
## [98918] Air Force Navy      Navy      Other DoD Air Force DLA       Air Force
## [98925] Army      Air Force Navy      DLA       Navy      Air Force Air Force
## [98932] DLA       Army      Army      Navy      Army      Navy      Army     
## [98939] Army      Navy      Air Force Navy      DLA       Navy      DLA      
## [98946] Air Force Army      Air Force Army      Other DoD Army      Navy     
## [98953] Army      DLA       Navy      Navy      Other DoD Navy      Navy     
## [98960] DLA       Navy      Army      Navy      DLA       Army      Air Force
## [98967] Navy      Air Force Army      Other DoD Other DoD Other DoD Army     
## [98974] Air Force Other DoD Navy      Navy      Air Force DLA       Army     
## [98981] Air Force Navy      Navy      Other DoD Navy      DLA       Other DoD
## [98988] Navy      Navy      Navy      Other DoD Army      Other DoD DLA      
## [98995] Army      Army      Army      Army      DLA       Army      Air Force
## [99002] Air Force Navy      Army      DLA       Army      Army      Air Force
## [99009] Air Force Air Force Navy      Army      Navy      Other DoD Navy     
## [99016] Navy      Army      Navy      Other DoD DLA       Other DoD Navy     
## [99023] DLA       DLA       Air Force Other DoD DLA       Other DoD DLA      
## [99030] Army      DLA       Other DoD DLA       DLA       Navy      Army     
## [99037] Army      DLA       Air Force Air Force Navy      DLA       Navy     
## [99044] Army      Army      Other DoD Navy      Army      Army      Navy     
## [99051] Navy      Navy      Air Force Navy      Air Force Air Force Army     
## [99058] Navy      Navy      DLA       Other DoD Army      Navy      Navy     
## [99065] Army      DLA       Navy      Army      Navy      Army      Navy     
## [99072] Air Force Air Force Other DoD Air Force Navy      DLA       Navy     
## [99079] DLA       Air Force Army      Air Force Army      Other DoD Air Force
## [99086] Navy      Air Force MDA       DLA       Army      Army      Army     
## [99093] DLA       Army      Army      Army      Air Force Navy      Other DoD
## [99100] Air Force Navy      Army      Navy      Air Force DLA       Navy     
## [99107] Navy      Navy      DLA       Navy      Army      Navy      Navy     
## [99114] Air Force Other DoD Navy      Army      Navy      Air Force Navy     
## [99121] Air Force Navy      Army      Army      Navy      Air Force Army     
## [99128] Navy      Navy      Air Force Navy      Air Force Other DoD Army     
## [99135] Army      Army      Army      Air Force DLA       DLA       Army     
## [99142] Other DoD Navy      Army      Navy      Army      Navy      Army     
## [99149] Navy      Air Force Other DoD Army      Air Force Army      Other DoD
## [99156] Navy      Navy      Air Force Army      Army      Navy      Air Force
## [99163] Army      Navy      DLA       Army      Other DoD Navy      DLA      
## [99170] Air Force Army      Air Force Navy      Other DoD Navy      Army     
## [99177] Air Force Navy      Army      Navy      Other DoD Air Force Other DoD
## [99184] Air Force Other DoD Army      Air Force Army      Air Force Navy     
## [99191] Army      Air Force Navy      Navy      Air Force Navy      Army     
## [99198] DLA       Army      Army      DLA       DLA       Army      Air Force
## [99205] Navy      Navy      Navy      Air Force Army      Navy      Navy     
## [99212] Air Force Army      Army      DLA       DLA       Navy      Army     
## [99219] Army      Navy      Air Force Army      Army      Army      Other DoD
## [99226] Army      Navy      Army      Navy      Army      Navy      Air Force
## [99233] Navy      Navy      Navy      Army      Navy      Other DoD Air Force
## [99240] DLA       Navy      Other DoD Other DoD Army      DLA       Air Force
## [99247] Navy      Navy      Army      Navy      DLA       Army      Other DoD
## [99254] Navy      Army      Air Force Other DoD DLA       Army      DLA      
## [99261] Other DoD Air Force DLA       Other DoD Other DoD Army      Army     
## [99268] DLA       DLA       Army      Air Force Army      Other DoD Air Force
## [99275] Army      Army      Navy      DLA       Other DoD Air Force DLA      
## [99282] Navy      Navy      Army      Army      Army      Other DoD Other DoD
## [99289] Army      Navy      Army      Army      Army      Army      Army     
## [99296] Army      Air Force Navy      Army      Army      Navy      Air Force
## [99303] Army      Army      Navy      Army      Army      Navy      Army     
## [99310] Navy      Army      Navy      Army      Other DoD DLA       Other DoD
## [99317] Army      DLA       Other DoD Other DoD Other DoD Army      Navy     
## [99324] Navy      Navy      Army      Navy      Air Force Army      Air Force
## [99331] Navy      Air Force Navy      DLA       Other DoD Army      Army     
## [99338] Navy      Army      Army      Navy      Navy      Army      Army     
## [99345] Navy      Army      Air Force Army      Air Force Navy      Other DoD
## [99352] Army      Air Force Army      Army      Army      Army      Navy     
## [99359] Navy      Navy      Army      DLA       Air Force Army      Navy     
## [99366] Navy      Navy      Air Force Navy      Navy      DLA       Army     
## [99373] Air Force Army      DLA       DLA       Navy      Other DoD Air Force
## [99380] Army      Navy      Navy      DLA       DLA       Other DoD Other DoD
## [99387] Air Force Navy      MDA       DLA       Army      DLA       Navy     
## [99394] DLA       Air Force Navy      Navy      Army      DLA       Air Force
## [99401] Other DoD Navy      Army      Air Force Army      DLA       Navy     
## [99408] Army      Air Force Army      Army      Air Force Army      Army     
## [99415] Navy      Army      Navy      Army      DLA       Navy      DLA      
## [99422] Army      DLA       Army      Navy      Other DoD DLA       Navy     
## [99429] Air Force Navy      Army      Army      Army      Air Force Air Force
## [99436] Other DoD Air Force Navy      Navy      MDA       Air Force DLA      
## [99443] Air Force Navy      Navy      Air Force Army      Navy      Navy     
## [99450] Army      Other DoD DLA       Navy      Navy      Navy      Navy     
## [99457] DLA       Other DoD DLA       Other DoD Air Force DLA       Other DoD
## [99464] Air Force Air Force Army      Army      Other DoD Army      Army     
## [99471] Air Force Navy      DLA       DLA       Other DoD Other DoD Army     
## [99478] Army      Other DoD Army      Air Force Army      DLA       Army     
## [99485] Navy      DLA       Navy      DLA       Army      Air Force Army     
## [99492] Air Force Air Force Air Force Navy      Other DoD Air Force DLA      
## [99499] Air Force Other DoD Army      Navy      Army      Air Force DLA      
## [99506] DLA       Army      Air Force DLA       Navy      Air Force Navy     
## [99513] Navy      Navy      Army      DLA       Army      DLA       Navy     
## [99520] Air Force Army      Army      Navy      DLA       Army      Army     
## [99527] Other DoD Air Force Air Force Navy      Air Force Air Force DLA      
## [99534] Air Force Air Force Other DoD Navy      Army      Army      DLA      
## [99541] Army      Air Force DLA       Navy      Navy      Other DoD Navy     
## [99548] Navy      Navy      Navy      Army      Army      Navy      DLA      
## [99555] Navy      Army      DLA       Navy      DLA       Army      Navy     
## [99562] Army      Air Force Air Force Navy      Army      Navy      Army     
## [99569] Other DoD Air Force DLA       DLA       Navy      Air Force Army     
## [99576] Other DoD Navy      Air Force Army      Other DoD Air Force Other DoD
## [99583] DLA       Navy      Army      Army      Other DoD Army      Navy     
## [99590] Army      Air Force Army      Air Force Air Force Navy      Navy     
## [99597] Army      Other DoD Army      Army      Army      Navy      Air Force
## [99604] Air Force Other DoD DLA       Navy      Army      Army      Other DoD
## [99611] DLA       Army      Navy      Air Force Navy      Navy      Navy     
## [99618] Air Force DLA       Navy      Air Force Navy      Air Force Air Force
## [99625] Army      Army      Navy      Navy      Army      Other DoD Navy     
## [99632] Navy      Navy      DLA       Navy      DLA       Army      Air Force
## [99639] DLA       Navy      Navy      Army      Navy      Air Force Other DoD
## [99646] Army      Navy      DLA       Army      Army      Navy      Navy     
## [99653] Air Force Air Force Army      Army      Navy      Navy      Other DoD
## [99660] Army      Air Force Navy      Other DoD Air Force MDA       Air Force
## [99667] Army      Other DoD DLA       Navy      DLA       Army      Army     
## [99674] Army      Army      Air Force Air Force Air Force Air Force Air Force
## [99681] Navy      Other DoD Army      Navy      Air Force Army      Air Force
## [99688] DLA       DLA       Air Force Navy      Navy      Army      DLA      
## [99695] Army      Navy      Air Force Air Force Army      Navy      Other DoD
## [99702] Army      Navy      Army      Army      Navy      DLA       DLA      
## [99709] Army      Army      Army      Air Force Air Force Navy      Other DoD
## [99716] Army      Air Force Air Force Army      DLA       Navy      Other DoD
## [99723] Other DoD Navy      Army      Army      Army      Other DoD Army     
## [99730] Army      Navy      Air Force DLA       Army      Air Force Navy     
## [99737] Army      Other DoD Army      Navy      Army      Army      Army     
## [99744] Army      Other DoD Army      Navy      Army      Navy      Navy     
## [99751] DLA       Air Force Army      Navy      Army      Army      Navy     
## [99758] Navy      Army      Army      DLA       Army      Other DoD Army     
## [99765] Navy      Navy      Navy      Other DoD Army      Army      DLA      
## [99772] DLA       Navy      Navy      Air Force Navy      Navy      Air Force
## [99779] Air Force Other DoD Air Force Army      Navy      Other DoD Army     
## [99786] Army      Army      Other DoD Other DoD Navy      DLA       Army     
## [99793] Navy      Navy      Army      Navy      DLA       Army      Navy     
## [99800] Air Force Army      DLA       Army      Army      Army      Navy     
## [99807] Air Force Army      Navy      Navy      Army      Navy      Navy     
## [99814] Air Force DLA       Air Force Air Force Army      Army      DLA      
## [99821] Army      Navy      Navy      Navy      DLA       DLA       Air Force
## [99828] Navy      Army      Navy      Other DoD Army      DLA       Army     
## [99835] Air Force Navy      Other DoD Navy      Army      Navy      Army     
## [99842] Army      Navy      Army      Army      Navy      Air Force Other DoD
## [99849] Army      DLA       Navy      Navy      Air Force Army      Air Force
## [99856] Air Force Army      Army      Navy      DLA       Navy      Army     
## [99863] Air Force Other DoD Air Force Army      Army      Air Force Army     
## [99870] Army      Navy      DLA       Air Force Other DoD Air Force Navy     
## [99877] Army      Army      Army      Navy      Other DoD Navy      Air Force
## [99884] Navy      Army      Navy      DLA       Army      DLA       Air Force
## [99891] Navy      Army      Navy      DLA       DLA       Air Force DLA      
## [99898] Army      Army      Navy      Army      Army      Navy      Navy     
## [99905] Air Force Army      Navy      Army      Navy      Army      Navy     
## [99912] Army      DLA       Navy      DLA       Navy      Other DoD Army     
## [99919] Other DoD Army      Air Force DLA       Army      Air Force Navy     
## [99926] DLA       Navy      Other DoD Navy      Navy      Army      Navy     
## [99933] Army      Air Force Navy      Army      Navy      Air Force Army     
## [99940] Navy      Other DoD Army      Air Force Navy      Army      Army     
## [99947] DLA       Air Force Air Force Army      DLA       Navy      Army     
## [99954] DLA       Navy      Navy      Army      Navy      Army      Army     
## [99961] Air Force Army      MDA       Air Force Army      Navy      Navy     
## [99968] Navy      Navy      Air Force Navy      Army      Army      Army     
## [99975] Navy      Air Force Navy      DLA       DLA       Army      Navy     
## [99982] Air Force Navy      Navy      Navy      Air Force Army      Other DoD
## [99989] DLA       Army      Army      Navy      Army      Other DoD Army     
## [99996] Air Force Other DoD Air Force Other DoD
##  [ reached getOption("max.print") -- omitted 6123449 entries ]
## 94 Levels: AFRICAN DEVELOPMENT FOUNDATION Agriculture ... VIETNAM EDUCATION FOUNDATION

(
SubCustomerComp_line<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.effective.only", #color_var
  facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

# ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_PSR.png", SubCustomerPSR, 
#              width=6.5, height= 4, units="in",size=11
#              )
ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_Comp_line.png", SubCustomerComp_line, 
             width=12, height= 6, units="in",size=12,lineheight = 1.2
             )

(
SubCustomerComp_bar<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.multisum", #color_var
  facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_Comp_bar.png", SubCustomerComp_bar, 
             width=12, height= 6, units="in",size=12,lineheight = 1.2
             )


# write.csv(file="..//Output//AcqTrends//subcustomer_competition.csv",row.names = FALSE, na = "",
#           SubCustomerComp_line$data%>% mutate(Fiscal_Year=lubridate::year(dFYear))%>%
#             pivot_wider(id_cols=c(SubCustomer.platform,Competition.effective.only),
#                         names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23)%>%
#             arrange(SubCustomer.platform,Competition.effective.only))

SubCustomer Pricing History

summary(factor(def_data$SubCustomer.platform))

## Air Force      Army       DLA       MDA      Navy Other DoD 
##   1121514   1878684    903016     23921   1711099    585214

(
PricingHistoryCust<-build_plot(
  data=def_data %>% filter(!SubCustomer.platform %in%
                                  c("DECA (Largely Unreported)","Uncategorized")&
                                  Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingInflation", #color_var
  facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(1980,2023,10)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Note: Uncategorized customer not shown.\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

# ggsave600dpi(path="..//Output//AcqTrends//",filename="SubCustomer_Pricing_History.png", PricingHistory, 
#              width=6.5, height= 4, units="in",size=11
#              )


ggsave600dpi(path="..//Output//AcqTrends//",filename="SubCustomer_Pricing_History.png", PricingHistoryCust,  
             width=6.5, height= 3, units="in",size=12, lineheight=1.2
             )


ggsave600dpi(path="..//Output//AcqTrends//",filename="SubCustomer_Pricing_History.svg", PricingHistoryCust,  
             width=6.5, height= 3, units="in",size=12, lineheight=1.2
             )

log_plot(plot=PricingHistoryCust, df=def_data  %>% filter(!SubCustomer.platform %in%
                                  c("DECA (Largely Unreported)","Uncategorized")&
                                  Fiscal_YQ<=2025.2),
                     filename="acq_pricing_history_subcust",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="PriceHistSubCust",path="../output/AcqTrends/", height=3.5,
                     format=TRUE#,var_list=c("PricingInflation")
         )

SubCustomer Commercial

def_data$AnyCommercialText<-factor(def_data$AnyCommercial)
levels(def_data$AnyCommercialText)<-list(
  "Not Classified\nas Commercial"="N",
  "Non-development\nor Commercial Similar"= "NonDev",
  "Any Commercial\nClassification"="Y"
  
)

(
CommercialCust<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="AnyCommercialText", #color_var
  facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")+
      date_x_year_breaks(2000,2023,6)#,partial_year=2024,partial_label="\nQ1")
    

)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): AnyCommercialText not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_commercial.png", CommercialCust, 
             width=6, height= 5.5, units="in",size=12,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_commercial.svg", CommercialCust,#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",
             filename="subcustomer_commercial_keynote.png", CommercialCust+
               labs(title="DOD Contract Obligations by  Commercial Categorization, FY 2000–FY 2025 Q2"),
             width=13, height= 5.5, units="in", size=20, lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="subcustomer_commercial_keynote.svg", CommercialCust+
               labs(title="DOD Contract Obligations by  Commercial Categorization, FY 2000–FY 2025 Q2"),
             width=13, height= 5.5, units="in", size=20, lineheight = 1.2
             )


log_plot(plot=CommercialCust, df=def_data %>% filter(Fiscal_YQ<=2025.2),
                     filename="acq_fig5_5_subcustomer_commercial",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="5-5 CustComm",path="../output/AcqTrends/", height=4,
                     startRow=1,startCol=13,format=TRUE,
         var_list=c("SubCustomer.platform","AnyCommercialText"),
         output_doc_svg=TRUE
         )
log_plot(plot=CommercialCust, df=def_data %>% filter(Fiscal_YQ<=2025.2),
                     filename="nps_figXX_commercial_subcustomer",xlsx="DoD_2025_NPS.xlsx",
                     sheet="5 Comm",path="../output/AcqTrends/NPS2025/",second_path=online_path,
         height=4,include_YTD=FALSE,suppress_doc_svg_text="title",output_slide_png=TRUE,
                     startRow=1,format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE,
         output_doc_svg=TRUE
         )

Subcustomer GFE

(
GFEcust<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="gfe_gfp_value", #color_var
  facet_var="SubCustomer.platform", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")+
      date_x_year_breaks(2000,2022,2)#,partial_year=2024,partial_label="\nOct–Nov")

)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): gfe_gfp_value not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

Platform

Topline Platform

(
Platform<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1990 & Fiscal_YQ<=2025.2),
  chart_geom = "Line Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PlatformPortfolio", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  hide_unlabeled =TRUE
)+date_x_year_breaks(1990,2020,8,partial_year=2025,partial_label="\nQ1-Q2") +  
      facet_wrap(.~PlatformPortfolio ,nrow=2)+
  theme(legend.position = "none")+
  labs(y="Obligations (Constant 2023 $s)",
       title="DOD Contract Obligations by Platform Portfolio, FY 1990-FY 2025 Q2")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform.png", Platform, 
             width=12, height= 6, units="in",size=14,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform.svg", Platform, 
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform.emf", Platform+geom_line(
  size=1,aes(x=dFYear,y=Action_Obligation_OMB25_GDP23,color=PlatformPortfolio)),
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
Platform_Bar<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1990 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PlatformPortfolio", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  hide_unlabeled =TRUE
)+date_x_year_breaks(1990,2020,8,partial_year=2025,partial_label="\nQ1-Q2") +  
    facet_wrap(.~PlatformPortfolio ,nrow=2)+
  theme(legend.position = "none")+
  labs(y="Obligations (Constant 2023 $s)",
       title="DOD Contract Obligations by Platform Portfolio, FY 1990-FY 2025 Q2")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform_bar.png", Platform_Bar, 
             width=11, height= 5.5, units="in",size=14,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform_bar.emf", Platform_Bar,
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_rect, x$x, x$y, x$width, x$height,
## resolveHJust(x$just, : semi-transparency is not supported on this device:
## reported only once per page

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform_bar_keynote.svg", Platform_Bar+
               labs(title="DOD Contract Obligations by Platform Portfolio, FY 2000–FY 2025 Q2"),
             width=13, height= 5.5, units="in", size=20, lineheight = 0.75
             )

log_plot(plot=Platform_Bar+theme(plot.margin = margin(t=0,r=0.25,b=0.1,l=0.1,"inches")), df=def_data   %>% filter(Fiscal_YQ<=2025.2),
                     filename="nps_fig03_platform",xlsx="DoD_2025_NPS.xlsx",
                     sheet="3 Plat",path="../output/AcqTrends/NPS2025/",#second_path=online_path,
         height=3.5,include_YTD=FALSE,suppress_doc_svg_text="title",output_slide_png=TRUE,
                     startRow=1,format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE,
         output_doc_svg=TRUE
         )

Plat Cust Breakout

subcustomer_levels<-levels(factor(def_data$SubCustomer.sum))
for(c in subcustomer_levels){
  file_c<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",c)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&SubCustomer.sum==c& Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PlatformPortfolio", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(1990,2020,8,partial_year=2025,partial_label="\nQ1-Q2") +  
  theme(legend.position = "none")+
  labs(y="Obligations (Constant 2023 $s)")
)
  
  if(!dir.exists(file.path("../output/AcqTrends/Customer",file_c)))
    dir.create(file.path("../output/AcqTrends/Customer",file_c))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&SubCustomer.sum==c),
           filename=paste(file_c,"platform",sep="_"),xlsx=paste(file_c,"Contracts.xlsx",sep="_"),
           sheet="Plat",path=file.path("../output/AcqTrends/Customer/",file_c), height=3.5,
           startRow=1,startCol=13,format=TRUE,#,var_list=c("PricingUCA.sumlong","PricingUCA"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

Platform by Service

for(s in c("Army","Navy","Air Force")){
  
  (
    Platform<-build_plot(
      data=def_data %>% filter(SubCustomer.sum==s),
      chart_geom = "Line Chart",
      share = FALSE,
      labels_and_colors=def_lc,
      # NA, #VAR.ncol
      x_var="dFYear",alpha_var="YTD", #x_var
      y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
      color_var="PlatformPortfolio", #color_var
      facet_var="PlatformPortfolio", #facet_var
      column_key=def_ck,
      format=TRUE,
      ytextposition=FALSE
    )+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
      # theme(strip.text.y = element_text(angle=0))+
      # theme(axis.text.x = element_text(angle=90))+
      #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
      #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
      #             )+labs(title=NULL,
      # x="Fiscal Year",
      # y="Percent of Obligations",
      # color="Competition")+
      theme(legend.position = "none")+
      labs(y="Obligations (Constant 2023 $s)")
  )
  
  ggsave600dpi(paste("..//Output//AcqTrends//",s,"_platform.png",sep=""), Platform, 
               width=12, height= 6, units="in",size=14,lineheight = 1.2
  )
  
  ggsave600dpi(paste("..//Output//AcqTrends//",s,"_platform.svg",sep=""), Platform, 
               width=6.5, height= 4, units="in",size=11,lineheight = 1.2
  )
  
  ggsave600dpi(paste("..//Output//AcqTrends//",s,"_platform.emf",sep=""), Platform+geom_line(
    size=1,aes(x=dFYear,y=Action_Obligation_OMB25_GDP23,color=PlatformPortfolio)),
    width=6.5, height= 4, units="in",size=11,lineheight = 1.2
  )
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

# 
# (
# Platform_Bar<-build_plot(
#   data=def_data,
#   chart_geom = "Bar Chart",
#   share = FALSE,
#   labels_and_colors=def_lc,
#   # NA, #VAR.ncol
#   x_var="dFYear",alpha_var="YTD", #x_var
#   y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
#   color_var="PlatformPortfolio", #color_var
#   facet_var="PlatformPortfolio", #facet_var
#   column_key=def_ck,
#   format=TRUE,
#   ytextposition=FALSE
# )+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
#   # theme(strip.text.y = element_text(angle=0))+
#  # theme(axis.text.x = element_text(angle=90))+
#  #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
#  #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
#  #             )+labs(title=NULL,
#   # x="Fiscal Year",
#   # y="Percent of Obligations",
#   # color="Competition")+
#   theme(legend.position = "none")+
#   labs(y="Obligations (Constant 2023 $s)")
# )
# 
# ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform_bar.png", Platform_Bar, 
#              width=12, height= 6, units="in",size=12,lineheight = 1.2
#              )
# 
# ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_platform_bar.emf", Platform_Bar,
#              width=6.5, height= 4, units="in",size=11,lineheight = 1.2
#              )
# 
# write.csv(file="..//Output//AcqTrends//topline_platform_current.csv",row.names = FALSE, na = "",
#           def_data %>% group_by(PlatformPortfolio,Fiscal_Year)%>%
#             dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
#           pivot_wider(id_cols=c(PlatformPortfolio),
#                       names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%arrange(PlatformPortfolio))
# 
# wb <- loadWorkbook("..//Output//AcqTrends//DoD_Acq_Trends_Contracts.xlsx")
# createSheet(wb, name = "Platform Portfolio")
# writeData(wb, output_TY, sheet = "Platform Portfolio", startRow = 15, startCol = 13)
# saveWorkbook(wb,file="..//Output//AcqTrends//DoD_Acq_Trends_Contracts.xlsx",overwrite = TRUE)

Platform SubCustomer

(
PlatformSubCustomer<-build_plot(
  data=def_data,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SubCustomer.platform", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_subcustomer.png", PlatformSubCustomer, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )

Platform PSR

(
PlatformPSR<-build_plot(
  data=def_data,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SimpleArea", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_PSR.png", PlatformPSR, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )

Platform Products

summary(def_data$SimpleArea)

##       All Services     Products (All)                R&D Services (Non-R&D) 
##                  0            2654093             546198            3021564 
##          Unlabeled 
##               1593

(
PlatformProducts<-build_plot(
  data=def_data %>% filter(SimpleArea=="Products (All)"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SimpleArea", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_products.png", PlatformProducts, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )

write.csv(file="..//Output//AcqTrends//platform_products_cur.csv",row.names = FALSE, na = "",
          def_data%>% filter(SimpleArea=="Products (All)") %>% 
            mutate(Fiscal_Year=lubridate::year(dFYear))%>%
            group_by(PlatformPortfolio, SimpleArea,Fiscal_Year) %>%
            summarise(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE)) %>%
            pivot_wider(id_cols=c(PlatformPortfolio, SimpleArea),
                        names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(PlatformPortfolio,SimpleArea))

## `summarise()` has grouped output by 'PlatformPortfolio', 'SimpleArea'. You can
## override using the `.groups` argument.

Platform R&D

(
PlatformRnD<-build_plot(
  data=def_data %>% filter(SimpleArea=="R&D"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SimpleArea", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "none")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="PlatformRnD.png", PlatformRnD, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )

Platform Quarter

(
PlatformQ<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2013 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="fiscal_quarter_YTD", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2013,2020,4)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
OnMQ<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2 &
                             PlatformPortfolio=="Ordnance and Missiles"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="fiscal_quarter_YTD", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2020,8)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
    theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): fiscal_quarter_YTD not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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ggsave600dpi(path="..//Output//AcqTrends//",filename="PlatformQ.png", PlatformQ, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="PlatformQ_slide.svg", PlatformQ+
               labs(title="DOD Contract Obligations by Platform Portfolio, FY2013-FY2024 Oct-Nov")+
               theme(plot.title = element_text(margin=margin(t=0.1,r=0,b=0.1,l=0,"inches")),
                     plot.margin = margin(t=0,r=0.1,b=0.1,l=0.1,"inches")), 
             width=10, height= 5.5, units="in", size=11, lineheight = 0.75
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="PlatformQ_keynote.svg", PlatformQ+
               labs(title="Ordnance & Missile Contract Obligations, FY 2000–FY 2025 Q2"),
             width=9, height= 5.5, units="in", size=20, lineheight = 0.75
             )


ggsave600dpi(path="..//Output//AcqTrends//",filename="OnMQ_keynote.png", OnMQ+
               labs(title="Ordnance & Missile Contract Obligations, FY 2000–FY 2025 Q2"),
             width=9, height= 5.5, units="in", size=20, lineheight = 0.75
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="OnMQ_keynote.svg", OnMQ+
               labs(title="Ordnance & Missile Contract Obligations, FY 2000–FY 2025 Q2"),
             width=9, height= 5.5, units="in", size=20, lineheight = 0.75
             )



ggsave600dpi(path="..//Output//AcqTrends//",filename="OnMQ.png", OnMQ, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )


output_TY<-def_data %>% group_by(PlatformPortfolio,Fiscal_Year,fiscal_quarter_YTD)%>%
  filter(Fiscal_Year>=2000 & as.character(fiscal_quarter_YTD)<=1)%>%
            dplyr::summarize(Action_Obligation_Then_Year=
                               sum(Action_Obligation_Then_Year,na.rm=TRUE),
                             max_fq=max(as.character(fiscal_quarter_YTD)))%>%
          pivot_wider(id_cols=c(PlatformPortfolio,max_fq),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
  arrange(PlatformPortfolio,max_fq)

## `summarise()` has grouped output by 'PlatformPortfolio', 'Fiscal_Year'. You can
## override using the `.groups` argument.

write.csv(file="..//Output//AcqTrends//platform_YTD_current.csv",row.names = FALSE, na = "",
          output_TY)



output_TY<-def_data %>% group_by(PlatformPortfolio,Fiscal_Year,fiscal_quarter_YTD)%>%
  filter(Fiscal_Year>=2000)%>%
            dplyr::summarize(Action_Obligation_Then_Year=
                               sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
          pivot_wider(id_cols=c(PlatformPortfolio,fiscal_quarter_YTD),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
  arrange(PlatformPortfolio,fiscal_quarter_YTD)

## `summarise()` has grouped output by 'PlatformPortfolio', 'Fiscal_Year'. You can
## override using the `.groups` argument.

write.csv(file="..//Output//AcqTrends//platform_quarter_current.csv",row.names = FALSE, na = "",
          output_TY)

Platform Vendor

(
PlatformVendor_share<-build_plot(
  data=def_data %>% filter(PlatformPortfolio!="Unlabeled" & Fiscal_Year<=2020) ,
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Percent of Obligations",
    caption="Note: McDonnell Douglas is grouped with the Big-5.\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_vendor_share.png", PlatformVendor_share, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )



(
PlatformVendor_dollar<-build_plot(
  data=def_data %>% filter(PlatformPortfolio!="Unlabeled" & Fiscal_Year<=2020) ,
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")+
  labs(y="Percent of Obligations",
    caption="Note: The merger of Raytheon and United Technologies took place in April of 2020 and thus did not\nmake the cutoff for inclusion in FY2020. McDonnell Douglas is grouped with the Big-5.\n\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

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ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_vendor_dollar.png", PlatformVendor_dollar, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )

write.csv(file="..//Output//AcqTrends//platform_vendor.csv",row.names = FALSE, na = "",
          PlatformVendor_dollar$data%>% mutate(Fiscal_Year=lubridate::year(dFYear))%>%
            pivot_wider(id_cols=c(PlatformPortfolio,Shiny.VendorSize),
                        names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23)%>%
            arrange(PlatformPortfolio,Shiny.VendorSize))

Platform Comp

# labels_and_colors<-def_lc
# column_key<-def_ck
(
PlatformComp_bar<-build_plot(
  data=def_data %>% filter(PlatformPortfolio!="Unlabeled"  &Fiscal_Year>=1991 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.multisum", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+scale_x_date("Fiscal Year",labels = scales::date_format("'%y"))+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")#+
  # labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
PlatformComp_bar2007<-build_plot(
  data=def_data %>% filter(PlatformPortfolio!="Unlabeled"  &Fiscal_Year>=2007 & Fiscal_YQ<=2025.2),
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.multisum", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2007,2023,4)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")#+
  # labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
PlatformComp_line<-build_plot(
  data=def_data %>% filter(PlatformPortfolio!="Unlabeled" &Fiscal_Year>=1992 & Fiscal_YQ<=2025.2),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Competition.effective.only", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+scale_x_date("Fiscal Year",labels = scales::date_format("'%y"))+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "bottom")#+
  # labs(y="Obligations (Constant 2023 $s)")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_comp_bar.png", PlatformComp_bar, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )


ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_comp_line.png", PlatformComp_line, 
             width=6.5, height= 4, units="in",size=11,lineheight = 0.75
             )

# write.csv(file="..//Output//AcqTrends//platform_comp.csv",row.names = FALSE, na = "",
#           PlatformComp_line$data%>% mutate(Fiscal_Year=lubridate::year(dFYear))%>%
#             pivot_wider(id_cols=c(PlatformPortfolio,Competition.effective.only),
#                         names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23)%>%
#             arrange(PlatformPortfolio,Competition.effective.only))

Platform Only One Source

summary(def_data$gfe_gfp_code)

##               N       Y    NA's 
##     721 5602313  498746  121668

(
PlatNoComp<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2 & !is.na(PlatformPortfolio)&
                             PlatformPortfolio!="Unlabeled") ,
  chart_geom = "Bar Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="No.Competition.sum", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")+
    scale_x_date(breaks=as.Date(c(paste(seq(2000,2021,3),"-01-01",sep=""))),
                                                   date_labels="'%y")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

Platform Commercial

def_data$AnyCommercialText<-factor(def_data$AnyCommercial)
levels(def_data$AnyCommercialText)<-list(
  "Not Classified\nas Commercial"="N",
  "Non-Development\nor Commercial Similar"= "NonDev",
  "Any Commercial\nClassification"="Y"
  
)


(
CommercialPlat<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="AnyCommercialText", #color_var
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): AnyCommercialText not found in labels_and_colors

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_commercial.png", CommercialPlat, 
             width=6, height= 5.5, units="in",size=12,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_commercial.svg", CommercialPlat,#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="platform_commercial.emf", CommercialPlat,#+facet_wrap(~SubCustomer.platform,nrow=1), 
             width=6.5, height= 4, units="in",size=11,lineheight = 1.2
             )

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write.csv(file="..//Output//AcqTrends//platform_commercial.csv",row.names = FALSE, na = "",
          CommercialPlat$data%>%mutate(Fiscal_Year=year(dFYear)) %>%
          pivot_wider(id_cols=c(PlatformPortfolio,AnyCommercialText),
                      names_from=Fiscal_Year,values_from=Action_Obligation_OMB25_GDP23))

write.csv(file="..//Output//AcqTrends//platform_commercial_current.csv",row.names = FALSE, na = "",
          def_data %>% group_by(PlatformPortfolio,AnyCommercialText,Fiscal_Year)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
            arrange(Fiscal_Year)%>%
          pivot_wider(id_cols=c(PlatformPortfolio,AnyCommercialText),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(PlatformPortfolio,AnyCommercialText))

## `summarise()` has grouped output by 'PlatformPortfolio', 'AnyCommercialText'.
## You can override using the `.groups` argument.

Platform Multi-Year

    def_data<-def_data%>% mutate(multiyearcontracttext=factor(multiyearcontract,levels=c("0","1"),
                              labels=c("Not Multi-Year","Multi-Year Contract")))



def_data<-def_data %>% group_by(Fiscal_Year,PlatformPortfolio)%>%
  mutate(pPlatFYear=Action_Obligation_OMB25_GDP23/sum(Action_Obligation_OMB25_GDP23,na.rm=TRUE))

(
PlatformMultiYear<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2 &  (multiyearcontract==1)
                           & !is.na(PlatformPortfolio)&
                              PlatformPortfolio!="Unlabeled"),
  chart_geom = "Line Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  # color_var="SubCustomer.JPO", #color_var
  facet_var="PlatformPortfolio",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2023,7,partial_year=2025,partial_label="\nQ1-Q2")+ 
  theme(legend.position = "none")+
  labs(y="Obligations (Constant 2023 $s)",
       title="DOD Contract Obligations to Multi-Year Procuement\nby Platform, FY 2000–FY 2025 Q2",
       caption="Note: When the multi-year column is blank, transactions are treated as not multiyear. Unlabeled platform not shown.\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

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(
PlatformMultiYearSubCust<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2 &  (multiyearcontract==1)
                           & !is.na(PlatformPortfolio)&
                              PlatformPortfolio!="Unlabeled"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="SubCustomer.JPO", #color_var
  facet_var="PlatformPortfolio",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2023,7,partial_year=2025,partial_label="\nQ1-Q2")+ 
  theme(legend.position = "bottom")+
  labs(y="Obligations (Constant 2023 $s)",
       title="DOD Contract Obligations to Multi-Year Procuement\nby Platform and Component, FY 2000–FY 2025 Q2",
       caption="Note: When the multi-year column is blank, transactions are treated as not multiyear. Unlabeled platform not shown.\nSource: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

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def_data<-def_data %>% group_by(Fiscal_Year,PlatformPortfolio)%>%
  mutate(pPlatFYear=Action_Obligation_OMB25_GDP23/sum(Action_Obligation_OMB25_GDP23,na.rm=TRUE))
(
PlatformMultiYearShare<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2 &
                             (multiyearcontract==1)&
                              !is.na(PlatformPortfolio)&
                              PlatformPortfolio!="Unlabeled"), #is.na(multiyearcontract)|
  chart_geom = "Line Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",
  alpha_var="YTD", #x_var
  y_var="pPlatFYear", #VAR.y.variable
  # color_var="multiyearcontracttext", #color_var
  facet_var="PlatformPortfolio",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2023,7,partial_year=2025,partial_label="\nQ1-Q2")+ 
    
  theme(legend.position = "none")+
  labs(y="Share of Portfolio Obligations\nGoing to Multi-Year Contracts",
       caption="Note: When the multi-year column is blank, transactions are treated as not multiyear. Unlabeled platform not shown.\nSource: FPDS and CSIS analysis.",
       title="Share of DOD Contract Obligations to Multi-Year Procuement\nby Platform, FY 2000–FY 2025 Q2")+
    scale_y_continuous(labels = scales::percent)
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.

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ggsave600dpi(path="..//Output//AcqTrends//",filename="Platform_MultiYear.png", PlatformMultiYear,  
             width=12, height= 6, units="in",size=12, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="Platform_MultiYearShare.png", PlatformMultiYearShare+facet_wrap(PlatformPortfolio~.,nrow=2)+
                labs(y="Share of Obligations",
       caption="When the multi-year column is empty, transactions are treated as not multiyear.\nSource: FPDS and CSIS analysis."),  
             width=13, height= 5.5, units="in",size=20, lineheight=1.2
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="Platform_MultiYearShare_keynote.png", 
               PlatformMultiYearShare+labs(
                 title="DOD Share of Contract Obligations to Multi-Year Contracts, FY 2000–FY 2025 Q2")+
                 facet_wrap(PlatformPortfolio~.,nrow=2)+
                labs(y="Share of Obligations",
       caption="Note: When the multi-year column is empty, transactions are treated as not multiyear.\nSource: FPDS and CSIS analysis."),#+geom_line(aes(x=dFYear,y=pPlatFYear,group=YTD,linetype=YTD),linewidth=2),  
             width=13, height= 5.5, units="in",size=20, lineheight=1.2
             )


  
log_plot(PlatformMultiYearShare, def_data %>% filter(Fiscal_YQ<=2025.2) ,
                     filename="acq_fig4_2_multiyear",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="4-2 Multi",path="../output/AcqTrends/", height=3.5,excel_y_var = TRUE,excel_formulas = FALSE,
                     startRow=1,startCol=13,format=TRUE,y_var="Action_Obligation_OMB25_GDP23",
         var_list=c("PlatformPortfolio","multiyearcontracttext"),
         )


log_plot(plot=PlatformMultiYearSubCust+facet_wrap(PlatformPortfolio~.,nrow=2),
         df=def_data %>% filter(Fiscal_Year>=2000 &Fiscal_YQ<=2025.2),
                     filename="nps_fig07b_multiyearCust",xlsx="DoD_2025_NPS.xlsx",
                     sheet="7b MultCust",path="../output/AcqTrends/NPS2025/",
         second_path = online_path,
         height=3.5,include_YTD=FALSE,csv_then_year = FALSE,excel_then_year = FALSE,
                     format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE,
         suppress_doc_svg_text="title",output_slide_png=TRUE
         #,var_list=c("multiyearcontract","PlatformPortfolio")
         )

ggsave600dpi(path="..//Output//AcqTrends//NPS2025/",filename="nps_fig07c_multiyear_slide.png", PlatformMultiYear+facet_wrap(PlatformPortfolio~.,nrow=2),  second_path = online_path,
             width=13, height= 5.5, units="in",size=20, lineheight=1.2
)


log_plot(plot=PlatformMultiYearShare+facet_wrap(PlatformPortfolio~.,nrow=2),
         df=def_data %>% filter(Fiscal_Year>=2000 &Fiscal_YQ<=2025.2),
                     filename="nps_fig07a_multiyear",xlsx="DoD_2025_NPS.xlsx",
                     sheet="7a Mult",path="../output/AcqTrends/NPS2025/",
         second_path = online_path,y_var="Action_Obligation_OMB25_GDP23",
         height=3.5,include_YTD=FALSE,csv_then_year = FALSE,excel_then_year = FALSE,
                     startRow=1,format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE,
         suppress_doc_svg_text="title",output_slide_png=TRUE,
         output_doc_svg=TRUE,var_list=c("multiyearcontract","PlatformPortfolio")
         )

Platform GFE

def_data<-def_data %>% group_by(Fiscal_Year,PlatformPortfolio)%>%
  mutate(pPlatFYear=Action_Obligation_OMB25_GDP23/sum(Action_Obligation_OMB25_GDP23,na.rm=TRUE))
def_data$gfe_gfp_code

##     [1] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
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##   [113] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
##   [127] N    N    N    N    N    N    N    N    <NA> <NA> N    N    N    N   
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##   [813] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##   [827] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##   [841] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
##   [855] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##   [869] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##   [883] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
##   [897] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##   [911] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
##   [925] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
##   [939] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##   [953] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##   [967] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
##   [981] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##   [995] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [1009] N    Y    N    N    N    N    N    N    N    N    N    <NA> N    N   
##  [1023] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [1037] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [1051] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
##  [1065] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1079] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1093] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
##  [1107] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [1121] N    N    N    N    N    N    N    N    Y    <NA> N    N    N    N   
##  [1135] N    <NA> N    N    N    N    N    N    N    <NA> N    N    N    N   
##  [1149] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
##  [1163] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1177] Y    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
##  [1191] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
##  [1205] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [1219] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
##  [1233] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [1247] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1261] N    Y    Y    N    N    N    N    N    N    N    N    N    N    Y   
##  [1275] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1289] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1303] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1317] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1331] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
##  [1345] N    N    N    N    Y    Y    N    <NA> <NA> N    N    N    N    N   
##  [1359] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1373] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1387] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [1401] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1415] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1429] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [1443] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
##  [1457] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1471] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [1485] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1499] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [1513] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1527] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1541] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [1555] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
##  [1569] N    Y    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [1583] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1597] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [1611] Y    N    Y    N    N    N    N    N    N    N    N    <NA> N    N   
##  [1625] N    Y    N    N    N    Y    N    Y    N    N    N    N    N    N   
##  [1639] Y    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
##  [1653] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1667] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
##  [1681] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [1695] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [1709] N    Y    N    N    N    Y    N    <NA> N    N    N    N    Y    N   
##  [1723] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
##  [1737] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1751] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1765] N    N    Y    Y    N    <NA> N    N    Y    Y    N    N    N    Y   
##  [1779] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
##  [1793] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
##  [1807] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [1821] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1835] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    N   
##  [1849] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [1863] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [1877] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1891] N    <NA> N    Y    Y    N    N    N    N    Y    Y    N    N    N   
##  [1905] Y    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
##  [1919] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [1933] N    <NA> N    Y    N    N    N    N    N    Y    N    N    N    N   
##  [1947] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [1961] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [1975] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [1989] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2003] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [2017] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
##  [2031] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [2045] N    N    N    N    N    N    <NA> N    Y    N    N    N    N    Y   
##  [2059] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2073] N    N    N    Y    N    N    N    N    N    N    N    Y    Y    N   
##  [2087] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2101] N    N    Y    N    N    N    N    N    N    N    N    N    N    <NA>
##  [2115] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
##  [2129] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
##  [2143] N    N    N    N    Y    N    N    N    N    N    N    N    <NA> N   
##  [2157] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2171] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [2185] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [2199] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [2213] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [2227] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
##  [2241] N    N    Y    N    N    N    N    N    N    Y    Y    N    N    N   
##  [2255] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2269] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
##  [2283] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [2297] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
##  [2311] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
##  [2325] N    Y    N    N    N    N    N    N    N    N    <NA> Y    N    N   
##  [2339] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2353] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2367] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [2381] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2395] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [2409] N    N    N    N    N    N    N    N    N    N    N    N    <NA> Y   
##  [2423] N    N    N    Y    N    N    N    <NA> N    N    N    <NA> N    N   
##  [2437] N    N    N    N    N    <NA> N    N    N    Y    Y    N    N    N   
##  [2451] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [2465] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [2479] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2493] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [2507] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2521] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2535] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2549] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
##  [2563] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [2577] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2591] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [2605] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2619] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [2633] N    Y    N    N    N    N    Y    N    N    N    N    Y    N    N   
##  [2647] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [2661] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [2675] N    N    <NA> Y    N    N    N    N    N    N    N    N    N    N   
##  [2689] N    N    Y    Y    N    N    N    N    N    N    N    Y    N    N   
##  [2703] N    Y    Y    N    N    N    N    Y    N    N    N    N    N    N   
##  [2717] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [2731] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2745] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [2759] N    N    <NA> N    Y    N    N    N    N    N    N    Y    N    N   
##  [2773] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2787] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2801] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2815] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
##  [2829] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [2843] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2857] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [2871] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2885] N    N    N    N    Y    N    N    <NA> N    N    N    N    Y    N   
##  [2899] <NA> N    N    N    N    N    N    N    N    Y    Y    N    Y    N   
##  [2913] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
##  [2927] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2941] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
##  [2955] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [2969] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [2983] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [2997] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3011] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
##  [3025] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
##  [3039] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3053] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3067] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3081] Y    N    N    N    N    <NA> N    Y    N    N    N    N    N    N   
##  [3095] N    Y    Y    N    N    N    <NA> N    N    N    N    N    N    N   
##  [3109] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [3123] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
##  [3137] N    N    Y    N    N    N    Y    N    N    N    N    <NA> N    N   
##  [3151] N    N    N    N    N    N    N    Y    Y    N    N    N    N    Y   
##  [3165] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
##  [3179] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [3193] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [3207] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
##  [3221] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [3235] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
##  [3249] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3263] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [3277] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
##  [3291] N    N    <NA> Y    N    N    Y    N    N    N    N    N    N    N   
##  [3305] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [3319] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [3333] N    Y    N    N    N    N    Y    N    N    N    N    Y    N    N   
##  [3347] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [3361] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3375] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
##  [3389] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3403] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3417] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [3431] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [3445] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [3459] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3473] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3487] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3501] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [3515] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3529] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [3543] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [3557] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3571] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3585] N    N    N    <NA> Y    Y    N    N    N    N    N    N    N    Y   
##  [3599] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
##  [3613] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3627] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [3641] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
##  [3655] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [3669] Y    N    Y    <NA> N    N    Y    N    N    Y    Y    N    N    N   
##  [3683] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
##  [3697] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [3711] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [3725] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
##  [3739] N    N    N    N    N    N    N    N    N    <NA> N    N    Y    N   
##  [3753] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3767] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
##  [3781] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3795] N    N    Y    N    N    N    N    N    N    <NA> N    N    N    N   
##  [3809] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [3823] N    N    N    N    N    N    N    Y    N    <NA> N    N    N    N   
##  [3837] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
##  [3851] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3865] Y    N    <NA> N    Y    N    N    N    N    N    N    Y    N    N   
##  [3879] N    N    Y    N    N    N    N    N    Y    N    N    Y    N    N   
##  [3893] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
##  [3907] N    N    N    N    N    N    N    Y    N    N    N    Y    N    Y   
##  [3921] Y    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
##  [3935] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [3949] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [3963] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
##  [3977] N    N    N    N    N    N    Y    N    N    N    Y    N    Y    N   
##  [3991] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [4005] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4019] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [4033] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
##  [4047] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
##  [4061] N    N    N    N    N    Y    N    N    N    N    N    <NA> N    N   
##  [4075] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [4089] N    Y    N    N    <NA> N    N    N    N    N    N    N    <NA> N   
##  [4103] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
##  [4117] N    N    Y    N    N    N    N    Y    N    N    N    N    N    Y   
##  [4131] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
##  [4145] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4159] <NA> N    <NA> N    N    N    N    N    N    N    N    N    N    N   
##  [4173] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4187] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [4201] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4215] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4229] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
##  [4243] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [4257] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4271] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
##  [4285] N    N    N    Y    N    N    Y    N    <NA> N    N    N    N    Y   
##  [4299] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
##  [4313] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4327] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [4341] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
##  [4355] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4369] Y    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
##  [4383] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [4397] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4411] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4425] N    N    N    N    Y    N    N    Y    <NA> N    N    N    N    N   
##  [4439] N    <NA> N    N    Y    N    <NA> Y    N    N    N    N    N    N   
##  [4453] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4467] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4481] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
##  [4495] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [4509] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4523] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
##  [4537] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [4551] N    Y    Y    N    N    N    N    N    N    N    N    N    Y    N   
##  [4565] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4579] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4593] N    N    N    N    Y    N    <NA> N    N    Y    N    N    Y    N   
##  [4607] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [4621] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
##  [4635] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [4649] Y    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
##  [4663] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [4677] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [4691] N    N    N    N    Y    N    N    N    N    N    N    Y    N    <NA>
##  [4705] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [4719] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4733] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4747] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [4761] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [4775] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [4789] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [4803] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [4817] N    N    <NA> N    N    N    N    N    N    N    Y    N    N    N   
##  [4831] N    <NA> N    N    N    N    N    N    Y    N    N    N    N    N   
##  [4845] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [4859] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
##  [4873] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [4887] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [4901] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [4915] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [4929] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [4943] Y    N    N    <NA> N    N    N    N    N    N    N    N    Y    N   
##  [4957] N    N    N    Y    N    N    N    N    N    <NA> N    N    N    N   
##  [4971] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [4985] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [4999] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [5013] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [5027] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5041] N    N    N    <NA> N    N    N    Y    N    N    N    N    N    N   
##  [5055] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [5069] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [5083] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5097] N    N    N    N    N    N    N    N    N    <NA> Y    N    N    N   
##  [5111] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5125] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5139] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [5153] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5167] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [5181] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5195] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
##  [5209] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [5223] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [5237] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
##  [5251] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [5265] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
##  [5279] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
##  [5293] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [5307] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [5321] N    N    N    N    <NA> N    <NA> N    N    N    N    N    N    N   
##  [5335] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [5349] N    N    N    N    N    N    <NA> N    N    Y    N    N    N    N   
##  [5363] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5377] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5391] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5405] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [5419] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [5433] N    N    N    N    N    N    N    N    N    <NA> N    N    Y    N   
##  [5447] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [5461] Y    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
##  [5475] N    Y    N    N    Y    N    N    Y    N    N    N    N    N    N   
##  [5489] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [5503] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
##  [5517] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [5531] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
##  [5545] N    N    N    N    N    Y    N    N    Y    Y    N    Y    N    N   
##  [5559] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
##  [5573] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [5587] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5601] N    <NA> N    N    N    N    N    N    Y    Y    N    N    N    N   
##  [5615] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [5629] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5643] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
##  [5657] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5671] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [5685] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [5699] N    N    N    N    N    Y    N    N    N    N    <NA> N    N    N   
##  [5713] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [5727] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5741] N    N    Y    N    N    N    N    N    N    N    N    <NA> N    N   
##  [5755] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [5769] N    N    N    N    <NA> N    N    N    N    N    Y    N    Y    N   
##  [5783] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5797] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5811] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5825] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [5839] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
##  [5853] N    N    Y    N    N    N    N    Y    N    N    Y    N    Y    N   
##  [5867] N    Y    N    N    N    N    Y    N    N    N    N    Y    N    Y   
##  [5881] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [5895] N    N    N    N    N    Y    Y    N    N    Y    N    N    N    N   
##  [5909] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
##  [5923] Y    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
##  [5937] N    N    N    N    N    N    N    N    N    N    Y    Y    N    Y   
##  [5951] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [5965] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [5979] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [5993] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
##  [6007] Y    Y    N    N    N    N    N    N    Y    N    N    <NA> N    N   
##  [6021] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [6035] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [6049] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
##  [6063] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
##  [6077] N    Y    N    N    N    N    Y    Y    N    N    N    N    N    N   
##  [6091] N    N    N    Y    N    N    N    Y    N    N    N    N    N    Y   
##  [6105] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
##  [6119] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6133] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6147] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6161] N    <NA> N    N    Y    N    N    N    N    Y    N    N    N    N   
##  [6175] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
##  [6189] Y    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
##  [6203] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6217] N    N    Y    N    N    <NA> N    N    N    Y    N    N    Y    N   
##  [6231] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [6245] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6259] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [6273] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [6287] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6301] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6315] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
##  [6329] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
##  [6343] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [6357] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6371] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
##  [6385] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [6399] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6413] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
##  [6427] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6441] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [6455] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [6469] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6483] N    N    N    Y    N    N    N    N    <NA> N    N    N    N    N   
##  [6497] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
##  [6511] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6525] N    N    N    N    N    N    N    N    N    Y    N    N    Y    <NA>
##  [6539] N    N    N    N    N    Y    N    N    N    N    N    N    N    <NA>
##  [6553] Y    N    N    N    N    Y    N    N    N    N    N    N    <NA> N   
##  [6567] N    N    N    N    N    N    N    N    N    <NA> Y    N    N    N   
##  [6581] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6595] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [6609] N    N    <NA> N    N    Y    N    N    N    N    N    Y    N    N   
##  [6623] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
##  [6637] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
##  [6651] Y    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
##  [6665] N    Y    N    N    N    N    N    N    N    <NA> N    N    Y    N   
##  [6679] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6693] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [6707] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [6721] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6735] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [6749] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6763] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6777] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [6791] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [6805] N    N    N    Y    Y    N    N    N    N    Y    N    N    N    N   
##  [6819] <NA> N    N    N    N    N    N    N    N    N    Y    <NA> N    N   
##  [6833] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
##  [6847] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [6861] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
##  [6875] <NA> N    <NA> N    Y    Y    N    N    N    Y    N    N    N    N   
##  [6889] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6903] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [6917] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [6931] Y    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [6945] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
##  [6959] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [6973] N    N    N    N    Y    Y    N    N    Y    N    N    N    N    N   
##  [6987] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
##  [7001] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [7015] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [7029] N    Y    N    N    N    Y    N    N    N    Y    N    N    N    N   
##  [7043] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7057] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7071] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [7085] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
##  [7099] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [7113] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [7127] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7141] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7155] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [7169] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [7183] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7197] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7211] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [7225] N    N    Y    N    N    Y    Y    N    Y    N    <NA> N    N    N   
##  [7239] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [7253] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [7267] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7281] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7295] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
##  [7309] Y    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
##  [7323] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
##  [7337] N    Y    N    N    N    Y    N    N    <NA> N    N    N    N    N   
##  [7351] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7365] N    Y    N    <NA> N    N    N    N    N    N    N    N    Y    N   
##  [7379] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
##  [7393] N    N    Y    N    N    N    N    N    <NA> N    N    N    N    Y   
##  [7407] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [7421] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7435] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7449] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [7463] N    N    N    N    <NA> N    Y    Y    N    N    N    N    N    N   
##  [7477] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7491] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7505] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [7519] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7533] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7547] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7561] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [7575] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7589] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
##  [7603] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
##  [7617] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7631] N    N    N    N    N    N    Y    N    N    N    N    N    <NA> N   
##  [7645] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7659] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [7673] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [7687] N    N    N    N    Y    N    N    N    <NA> N    N    N    N    N   
##  [7701] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7715] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [7729] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [7743] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
##  [7757] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7771] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [7785] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7799] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
##  [7813] N    N    N    N    N    N    Y    Y    N    Y    N    N    N    N   
##  [7827] Y    N    N    N    N    N    N    N    N    Y    N    <NA> N    N   
##  [7841] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7855] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [7869] N    Y    N    N    N    N    N    Y    N    Y    N    N    N    N   
##  [7883] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
##  [7897] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
##  [7911] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [7925] N    N    N    N    N    N    <NA> N    N    N    N    N    N    Y   
##  [7939] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
##  [7953] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
##  [7967] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [7981] N    N    N    N    N    <NA> N    N    N    N    N    N    N    Y   
##  [7995] N    N    <NA> N    N    N    N    N    Y    N    N    N    N    N   
##  [8009] Y    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [8023] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8037] N    N    Y    N    N    N    Y    N    N    N    N    N    <NA> Y   
##  [8051] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [8065] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
##  [8079] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
##  [8093] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8107] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8121] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [8135] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [8149] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8163] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8177] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [8191] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
##  [8205] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [8219] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
##  [8233] N    N    N    N    Y    N    Y    N    N    N    N    Y    N    N   
##  [8247] N    N    N    N    N    N    N    N    N    N    <NA> N    Y    N   
##  [8261] N    N    N    N    N    N    N    Y    N    N    N    <NA> <NA> Y   
##  [8275] N    N    N    N    Y    N    N    <NA> N    N    N    N    N    N   
##  [8289] N    N    N    N    Y    N    Y    N    N    N    N    N    Y    N   
##  [8303] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [8317] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
##  [8331] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8345] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [8359] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [8373] N    N    Y    N    N    N    N    <NA> N    N    N    N    <NA> N   
##  [8387] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8401] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [8415] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8429] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8443] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8457] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [8471] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
##  [8485] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8499] N    N    N    N    Y    N    N    N    Y    N    N    N    N    Y   
##  [8513] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [8527] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8541] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [8555] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [8569] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [8583] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [8597] <NA> N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [8611] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [8625] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8639] <NA> N    N    <NA> N    N    N    N    N    N    N    N    N    N   
##  [8653] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [8667] N    N    Y    N    N    N    N    <NA> N    Y    Y    N    N    N   
##  [8681] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [8695] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
##  [8709] N    <NA> N    N    N    Y    N    N    N    N    N    N    N    N   
##  [8723] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8737] N    N    N    N    N    <NA> N    N    N    N    Y    N    Y    N   
##  [8751] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
##  [8765] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [8779] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
##  [8793] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
##  [8807] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [8821] N    N    N    <NA> N    N    N    N    N    N    <NA> Y    N    N   
##  [8835] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8849] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
##  [8863] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8877] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [8891] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [8905] N    N    N    Y    Y    N    N    N    Y    N    N    N    N    N   
##  [8919] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
##  [8933] N    N    N    N    N    Y    N    N    Y    N    N    N    Y    N   
##  [8947] N    N    Y    <NA> N    N    N    N    N    N    N    N    N    N   
##  [8961] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [8975] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
##  [8989] N    N    N    N    N    N    N    N    Y    N    N    <NA> N    N   
##  [9003] N    N    N    <NA> N    N    N    N    N    Y    N    N    Y    Y   
##  [9017] N    Y    N    Y    N    N    N    N    N    <NA> N    N    N    N   
##  [9031] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9045] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
##  [9059] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9073] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [9087] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9101] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [9115] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [9129] N    N    N    N    N    Y    Y    Y    N    N    N    N    Y    N   
##  [9143] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9157] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9171] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [9185] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9199] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
##  [9213] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
##  [9227] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [9241] Y    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
##  [9255] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [9269] N    N    N    N    Y    N    N    N    Y    N    N    Y    N    N   
##  [9283] N    N    Y    Y    N    N    N    N    N    Y    N    N    N    N   
##  [9297] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
##  [9311] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [9325] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9339] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9353] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
##  [9367] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
##  [9381] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9395] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [9409] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9423] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9437] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [9451] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
##  [9465] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [9479] Y    N    N    N    N    N    Y    Y    N    N    N    Y    N    N   
##  [9493] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [9507] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
##  [9521] N    N    N    Y    N    N    N    N    N    N    N    <NA> N    N   
##  [9535] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
##  [9549] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9563] <NA> N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [9577] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
##  [9591] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9605] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9619] N    <NA> N    N    N    N    N    Y    N    N    Y    Y    N    Y   
##  [9633] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
##  [9647] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9661] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
##  [9675] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [9689] N    N    N    N    N    N    Y    N    N    N    N    N    N    <NA>
##  [9703] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
##  [9717] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
##  [9731] N    N    N    N    Y    N    Y    N    <NA> N    N    N    N    N   
##  [9745] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
##  [9759] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9773] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [9787] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9801] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
##  [9815] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
##  [9829] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9843] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
##  [9857] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
##  [9871] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [9885] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9899] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9913] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
##  [9927] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9941] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
##  [9955] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9969] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
##  [9983] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
##  [9997] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [10011] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [10025] N    N    N    N    N    Y    <NA> N    N    N    N    N    N    Y   
## [10039] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10053] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [10067] N    N    N    Y    N    N    N    N    N    Y    N    Y    N    N   
## [10081] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [10095] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10109] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [10123] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [10137] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [10151] N    N    N    N    N    N    <NA> N    N    N    N    N    Y    N   
## [10165] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10179] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [10193] N    N    Y    N    N    N    N    N    N    N    N    N    <NA> N   
## [10207] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [10221] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10235] N    N    N    N    N    N    Y    N    N    N    N    Y    N    <NA>
## [10249] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [10263] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10277] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [10291] N    N    N    N    Y    N    N    N    N    N    N    N    N    <NA>
## [10305] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10319] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [10333] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [10347] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10361] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10375] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [10389] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10403] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [10417] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10431] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10445] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10459] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [10473] N    Y    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [10487] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [10501] N         N    N    N    Y    N    N    Y    N    N    N    N    N   
## [10515] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [10529] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [10543] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [10557] N    Y    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [10571] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [10585] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [10599] N    Y    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [10613] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [10627] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [10641] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10655] N    N    N    N    N    Y    <NA> N    N    N    N    N    N    N   
## [10669] Y    N    N    Y    N    N    N    N    N    N    Y    N    Y    N   
## [10683] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10697] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [10711] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [10725] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [10739] N    N    <NA> N    N    N    N    N    N    Y    N    N    N    N   
## [10753] N    N    Y    N    N    N    N    N    <NA> N    N    N    N    N   
## [10767] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [10781] N    Y    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [10795] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [10809] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [10823] N    N    N    <NA> N    N    N    N    N    N    N    N    Y    Y   
## [10837] N    Y    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [10851] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10865] Y    N    N    <NA> N    Y    Y    N    N    N    N    N    N    N   
## [10879] <NA> N    N    N    <NA> N    N    N    Y    N    N    N    N    N   
## [10893] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [10907] N    N    N    Y    N    N    N    N    N    N    N    Y    Y    N   
## [10921] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10935] N    N    N    N    N    N    N    Y    N    <NA> N    N    N    N   
## [10949] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [10963] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [10977] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [10991] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11005] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11019] N    N    N    <NA> N    N    N    N    N    N    Y    N    N    N   
## [11033] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11047] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [11061] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [11075] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [11089] N    N    N    N    Y    Y    N    N    N    Y    N    N    N    N   
## [11103] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11117] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [11131] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [11145] N    N    N    N    <NA> Y    N    N    N    N    N    N    N    N   
## [11159] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [11173] Y    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [11187] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [11201] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [11215] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11229] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11243] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [11257] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [11271] Y    N    Y    N    N    Y    Y    N    N    N    N    N    N    N   
## [11285] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [11299] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [11313] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [11327] N    N    N    Y    N    N    N    N    Y    N    Y    Y    N    N   
## [11341] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [11355] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11369] N    Y    N    N    <NA> N    N    N    N    N    N    N    Y    N   
## [11383] N    N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [11397] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [11411] N    N    N    Y    Y    N    <NA> N    N    N    N    Y    N    N   
## [11425] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [11439] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [11453] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [11467] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [11481] N    N    N    N    N    N    N    N    N    N    N    Y    N    <NA>
## [11495] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11509] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [11523] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11537] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11551] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11565] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [11579] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [11593] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [11607] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [11621] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [11635] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [11649] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [11663] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11677] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11691] N    N    N    N    N    N    Y    N    <NA> N    N    N    N    N   
## [11705] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11719] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [11733] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [11747] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [11761] N    N    N    <NA> Y    N    N    N    N    N    N    N    N    N   
## [11775] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [11789] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11803] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11817] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11831] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [11845] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [11859] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [11873] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11887] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [11901] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11915] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11929] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [11943] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [11957] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [11971] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [11985] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [11999] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12013] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [12027] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [12041] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [12055] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [12069] N    N    N    N    N    N    N    N    N    N    N    <NA> Y    N   
## [12083] <NA> N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [12097] N    Y    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [12111] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12125] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [12139] N    N    N    N    N    N    N    N    <NA> N    N    Y    N    N   
## [12153] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12167] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [12181] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12195] N    N    N    N    Y    N    <NA> N    N    N    N    N    N    N   
## [12209] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12223] <NA> N    Y    Y    N    Y    N    N    N    N    N    Y    N    N   
## [12237] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [12251] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [12265] N    N    N    N    Y    N    N    N    N    Y    N    N    N    Y   
## [12279] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [12293] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [12307] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12321] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12335] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [12349] <NA> N    N    N    N    N    N    N    Y    N    N    <NA> N    N   
## [12363] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [12377] N    N    N    N    N    <NA> N    N    N    Y    N    N    N    N   
## [12391] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [12405] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [12419] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [12433] N    N    Y    N    <NA> N    N    N    <NA> N    N    Y    Y    N   
## [12447] N    Y    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [12461] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [12475] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [12489] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [12503] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [12517] Y    Y    N    N    Y    N    N    N    N    <NA> N    N    N    N   
## [12531] N    N    N    Y    <NA> N    N    N    N    N    N    N    N    N   
## [12545] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12559] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [12573] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [12587] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12601] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [12615] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12629] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12643] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12657] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12671] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [12685] N    Y    N    N    N    Y    N    N    N    N    N    N    <NA> N   
## [12699] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12713] N    N    N    N    N    N    N    N    Y    N    N         N    N   
## [12727] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [12741] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [12755] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [12769] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12783] N    N    N    <NA> N    N    N    N    Y    N    N    N    N    N   
## [12797] N    N    N    Y    N    N    N    Y    Y    N    N    N    N    N   
## [12811] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [12825] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [12839] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12853] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [12867] Y    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [12881] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12895] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [12909] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12923] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12937] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12951] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [12965] N    N    N    <NA> N    Y    N    N    N    N    N    N    N    N   
## [12979] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [12993] N    Y    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [13007] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13021] N    N    N    Y    N    N    N    Y    Y    N    N    N    N    N   
## [13035] N    N    Y    N    N    Y    N    N    Y    N    N    N    N    Y   
## [13049] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [13063] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13077] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [13091] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [13105] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13119] N    N    N    <NA> N    N    <NA> N    N    N    N    N    N    Y   
## [13133] N    N    N    Y    N    N    N    Y    N    N    <NA> N    N    N   
## [13147] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13161] N    N    N    N    N    N    Y    N    N    N    N    Y    N    Y   
## [13175] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [13189] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [13203] <NA> N    Y    N    N    Y    N    Y    Y    N    N    N    N    N   
## [13217] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [13231] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [13245] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13259] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13273] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [13287] Y    N    N    N    N    N    N    <NA> N    N    N    <NA> N    N   
## [13301] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [13315] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [13329] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [13343] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [13357] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13371] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [13385] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13399] Y    N    N    N    N    N    N    N    N    N    Y    <NA> N    N   
## [13413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13427] N    N    Y    N    Y    N    N    N    N    N    N    N    Y    N   
## [13441] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13455] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [13469] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [13483] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [13497] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [13511] N    Y    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [13525] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13539] N    N    N    Y    N    N    N    <NA> N    N    N    N    N    N   
## [13553] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [13567] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [13581] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13595] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13609] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [13623] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [13637] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13651] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [13665] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13679] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [13693] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [13707] N    N    Y    N    N    N    N    N    N    N    N    N    <NA> N   
## [13721] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13735] <NA> N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [13749] Y    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [13763] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [13777] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13791] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13805] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [13819] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [13833] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [13847] N    Y    Y    N    N    N    N    Y    Y    N    N    N    N    N   
## [13861] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [13875] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13889] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [13903] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [13917] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13931] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [13945] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [13959] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [13973] N    N    Y    N    Y    N    N    Y    Y    N    N    N    N    N   
## [13987] Y    N    N    Y    N    N    N    N    Y    N    N    N    N    N   
## [14001] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14015] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14029] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [14043] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14057] N    N    N    Y    N    N    N    N    N    <NA> N    N    N    N   
## [14071] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [14085] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [14099] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [14113] Y    Y    N    <NA> N    N    N    N    N    Y    N    N    Y    N   
## [14127] N    N    <NA> N    N    N    N    N    N    Y    N    N    N    N   
## [14141] N    Y    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [14155] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [14169] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [14183] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14197] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [14211] N    N    Y    N    N    Y    N    Y    N    N    N    N    N    N   
## [14225] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14239] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [14253] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [14267] N    Y    N    Y    N    Y    N    N    Y    N    N    N    <NA> Y   
## [14281] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [14295] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [14309] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14323] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [14337] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14351] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [14365] N    N    <NA> Y    N    N    N    N    N    N    N    N    N    N   
## [14379] <NA> N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [14393] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14407] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [14421] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [14435] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [14449] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [14463] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14477] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [14491] N    N    N    N    N    Y    N    <NA> N    N    N    N    <NA> N   
## [14505] N    N    N    N    N    Y    N    N    N    <NA> N    N    N    N   
## [14519] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [14533] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [14547] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [14561] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [14575] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14589] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [14603] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [14617] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14631] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [14645] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [14659] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [14673] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14687] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [14701] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [14715] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14729] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [14743] Y    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [14757] Y    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [14771] N    N    <NA> N    N    N    Y    N    N    N    <NA> N    N    N   
## [14785] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [14799] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [14813] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [14827] N    N    N    N    N    N    N    N    N    <NA> Y    Y    N    N   
## [14841] N    N    <NA> N    N    N    N    N    N    N    N    Y    N    N   
## [14855] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [14869] N    <NA> N    N    N    N    <NA> <NA> N    N    Y    N    N    N   
## [14883] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [14897] N    N    N    N    N    N    N    Y    N    Y    N    N    N    <NA>
## [14911] N    Y    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [14925] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [14939] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [14953] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [14967] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [14981] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [14995] N    <NA> N    N    N    N    N    Y    N    Y    N    N    N    N   
## [15009] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15023] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [15037] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15051] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [15065] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [15079] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15093] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [15107] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15121] N    <NA> Y    N    N    N    N    N    N    N    N    N    N    N   
## [15135] N    N    N    <NA> N    N    N    N    Y    N    N    N    N    N   
## [15149] Y    N    <NA> N    N    Y    N    N    N    N    N    N    N    N   
## [15163] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [15177] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [15191] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15205] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [15219] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [15233] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [15247] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [15261] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [15275] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15289] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [15303] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [15317] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15331] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [15345] N    N    N    N    N    <NA> N    N    N    N    N    <NA> N    <NA>
## [15359] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15373] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [15387] Y    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [15401] N    N    N    Y    N    N    N    N    Y    N    N    N    N    N   
## [15415] Y    N    N    Y    <NA> Y    N    N    N    N    Y    N    N    Y   
## [15429] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15443] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [15457] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [15471] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15485] N    N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [15499] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15513] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [15527] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15541] N    N    Y    N    N    N    N         N    N    N    N    N    N   
## [15555] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [15569] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [15583] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15597] Y    N    N    N    Y    N    Y    N    N    Y    N    Y    N    N   
## [15611] N    Y    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [15625] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [15639] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15653] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15667] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15681] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [15695] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15709] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [15723] N    N    Y    N    N    N    N    N    N    N    N    Y    Y    N   
## [15737] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15751] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15765] N    N    N    N    N    N    N    N    N    N    N    N    Y    <NA>
## [15779] N    N    N    Y    N    N    N    Y    N    Y    N    N    N    N   
## [15793] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [15807] N    N    N    N    N    N    N    N    <NA> N    N    N    N    Y   
## [15821] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15835] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [15849] N    <NA> N    N    N    N    N    N    N    Y    N    N    N    N   
## [15863] N    <NA> N    N    Y    Y    N    N    <NA> N    N    N    N    N   
## [15877] Y    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [15891] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15905] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [15919] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [15933] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [15947] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [15961] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [15975] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [15989] Y    N    N    N    N    N    N    N    Y    Y    N    N    N    Y   
## [16003] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [16017] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [16031] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [16045] N    N    N    N    N    N    <NA> N    Y    N    N    N    N    N   
## [16059] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [16073] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [16087] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [16101] N    Y    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [16115] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [16129] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [16143] N    <NA> N    N    N    N    N    N    N    N    Y    N    N    N   
## [16157] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16171] N    N    N    N    N    N    Y    Y    N    N    N    Y    N    N   
## [16185] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [16199] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [16213] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [16227] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16241] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [16255] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16269] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [16283] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [16297] N    N    <NA> N    N    Y    N    N    N    N    N    N    N    N   
## [16311] Y    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [16325] Y    N    N    N    N    N    N    <NA> N    N    N    Y    N    Y   
## [16339] N    N    N    N    N    N    N    N    Y    N    N    Y    Y    N   
## [16353] N    N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [16367] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [16381] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [16395] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [16409] N    N    N    N    Y    N    Y    N    Y    N    N    N    N    N   
## [16423] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [16437] N    N    N    Y    N    N    N    Y    <NA> <NA> N    N    N    N   
## [16451] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [16465] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [16479] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [16493] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [16507] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [16521] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [16535] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16549] N    N    N    <NA> N    N    N    N    Y    N    N    N    N    N   
## [16563] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [16577] N    N    N    N    N    <NA> N    N    N    N    Y    N    Y    N   
## [16591] Y    N    Y    N    <NA> N    N    N    N    N    N    N    N    <NA>
## [16605] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [16619] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [16633] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16647] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [16661] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16675] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [16689] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [16703] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16717] N    N    N    N    Y    N    N    Y    N    N    N    N    N    Y   
## [16731] N    N    N    N    N    N    Y    <NA> N    N    N    Y    N    N   
## [16745] N    <NA> <NA> N    N    N    N    N    N    N    Y    N    N    N   
## [16759] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [16773] N    N    N    N    N    N    N    Y    N    N    <NA> N    N    N   
## [16787] N    N    Y    N    N    N    N    N    Y    N    N    N    N    Y   
## [16801] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [16815] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [16829] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [16843] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [16857] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [16871] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16885] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [16899] Y    N    N    N    N    <NA> N    N    Y    N    Y    N    N    N   
## [16913] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [16927] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [16941] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16955] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [16969] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [16983] N    N    N    N    <NA> N    N    N    N    N    N    N    N    <NA>
## [16997] N    N    N    Y    Y    N    N    N    N    Y    Y    N    N    N   
## [17011] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [17025] N    N    N    <NA> N    N    N    N    N    Y    N    Y    N    N   
## [17039] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [17053] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [17067] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [17081] N    <NA> N    Y    Y    N    N    N    N    N    N    N    N    N   
## [17095] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [17109] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17123] N    Y    N    N    N    N    N    Y    Y    N    Y    Y    N    N   
## [17137] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [17151] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [17165] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [17179] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [17193] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [17207] N    N    N    N    N    N    Y    Y    N    N    N    N    N    Y   
## [17221] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17235] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17249] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [17263] Y    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [17277] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17291] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [17305] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [17319] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [17333] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [17347] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [17361] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [17375] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [17389] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [17403] N    N    N    N    N    N    N    N    N    Y    Y    N    N    Y   
## [17417] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [17431] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [17445] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [17459] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [17473] N    N    N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [17487] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [17501] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17515] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17529] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [17543] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17557] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [17571] Y    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [17585] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17599] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [17613] N    N    Y    N    N    N    N    N    N    Y    N    Y    N    N   
## [17627] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [17641] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17655] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [17669] N    N    N    N    N    N    <NA> N    N    <NA> N    N    Y    N   
## [17683] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17697] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [17711] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [17725] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [17739] N    Y    N    <NA> N    N    N    N    N    N    N    Y    Y    N   
## [17753] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17767] N    N    Y    N    N    <NA> N    N    N    N    Y    N    N    N   
## [17781] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [17795] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [17809] N    N    N    N    N    N    N    <NA> N    Y    N    N    N    N   
## [17823] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [17837] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [17851] Y    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [17865] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17879] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [17893] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [17907] N    <NA> N    N    N    N    N    N    N    N    N    N    <NA> N   
## [17921] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [17935] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17949] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
## [17963] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [17977] N    N    Y    N    Y    N    Y    N    N    N    N    N    N    N   
## [17991] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18005] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [18019] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [18033] N    N    N    N    <NA> N    N    N    Y    N    N    N    N    N   
## [18047] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18061] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18075] N    Y    <NA> N    N    N    N    Y    Y    N    N    N    <NA> N   
## [18089] N    N    N    Y    N    N    N    N    Y    N    N    <NA> N    Y   
## [18103] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [18117] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [18131] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [18145] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [18159] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18173] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18187] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [18201] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18215] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18229] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [18243] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [18257] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [18271] N    N    N    N    Y    Y    N    N    N    N    N    Y    N    N   
## [18285] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18299] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18313] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [18327] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [18341] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18355] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [18369] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [18383] N    N    N    N    N    Y    Y    N    N    N    N    N    Y    N   
## [18397] N    N    N    N    N    N    N    N    N    Y    N    N    Y    Y   
## [18411] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [18425] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18439] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [18453] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [18467] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [18481] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [18495] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18509] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [18523] N    N    N    N    N    N    N    Y    N    N    N    <NA> Y    N   
## [18537] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [18551] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18565] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [18579] N    N    Y    N    N    N    N    N    N    N    N    N    Y    Y   
## [18593] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [18607] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [18621] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [18635] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [18649] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18663] N    N    N    N    Y    N    N    N    <NA> N    N    N    N    N   
## [18677] N    N    N    Y    N    N    N    N    N    Y    N    <NA> N    N   
## [18691] N    N    Y    N    N    N    N    N    N    N    Y    N    Y    N   
## [18705] Y    N    N    Y    N    N    N    N    N    N    <NA> Y    N    N   
## [18719] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [18733] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [18747] N    N    N    Y    N    N    N    N    N    N    <NA> N    N    N   
## [18761] N    N    Y    N    Y    N    N    N    N    Y    N    N    N    N   
## [18775] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [18789] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [18803] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [18817] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [18831] N    N    Y    N    N    Y    N    Y    N    N    N    N    N    Y   
## [18845] Y    N    Y    N    N    Y    N    N    N    <NA> N    N    N    N   
## [18859] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [18873] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18887] Y    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [18901] Y    N    N    Y    N    Y    N    N    N    N    N    N    N    Y   
## [18915] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [18929] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [18943] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18957] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [18971] N    N    N    N    N    Y    N    N    <NA> N    N    N    N    N   
## [18985] Y    Y    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [18999] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [19013] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [19027] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [19041] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19055] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19069] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [19083] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [19097] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [19111] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19125] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19139] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [19153] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [19167] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [19181] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19195] N    N    N    N    N    N    N    N    <NA> <NA> N    N    N    N   
## [19209] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [19223] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [19237] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [19251] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19265] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [19279] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [19293] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [19307] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [19321] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [19335] N    N    N    N    N    N    <NA> N    Y    N    N    N    N    N   
## [19349] N    N    N    N    <NA> N    Y    N    N    N    N    N    N    N   
## [19363] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19377] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19391] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19405] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19419] Y    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [19433] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [19447] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19461] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [19475] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19489] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19503] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [19517] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [19531] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [19545] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [19559] N    N    N    N    <NA> N    N    N    Y    N    N    N    Y    N   
## [19573] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [19587] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [19601] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19615] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [19629] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [19643] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [19657] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [19671] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19685] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19699] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [19713] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [19727] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [19741] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19755] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [19769] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [19783] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19797] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [19811] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [19825] N    N    N    Y    N    N    N    N    N    N    Y    Y    Y    N   
## [19839] N    N    <NA> N    N    N    N    N    Y    N    N    N    N    N   
## [19853] N    N    <NA> N    N    N    N    N    Y    N    N    N    N    N   
## [19867] <NA> N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [19881] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [19895] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19909] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [19923] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [19937] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [19951] N    N    N    N    N    N    N    N    N         Y    N    N    N   
## [19965] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [19979] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [19993] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [20007] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20021] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [20035] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [20049] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [20063] N    N    Y    N    N    Y    N    Y    <NA> N    N    N    N    N   
## [20077] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [20091] N    Y    N    Y    N    N    N    Y    N    N    N    <NA> N    N   
## [20105] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20119] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20133] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [20147] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [20161] N    Y    Y    N    N    N    N    N    Y    N    Y    N    N    N   
## [20175] N    N    N    N    Y    N    N    N    <NA> N    N    N    Y    N   
## [20189] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [20203] N    <NA> N    N    N    N    N    N    N    N    N    <NA> N    Y   
## [20217] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [20231] N    N    N    <NA> N    N    N    N    N    N    N    N    N    Y   
## [20245] N    N    N    N    N    N    N    N    N    Y    N    N    N    <NA>
## [20259] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [20273] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20287] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20301] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [20315] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [20329] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20343] N    N    N    N    N    N    <NA> N    N    N    N    N    Y    N   
## [20357] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20371] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [20385] N    N    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [20399] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [20413] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [20427] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20441] N    N    N    N    N    Y    N    N    N    N    N    <NA> <NA> N   
## [20455] Y    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [20469] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [20483] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [20497] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20511] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20525] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [20539] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [20553] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20567] N    Y    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [20581] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20595] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [20609] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20623] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [20637] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20651] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20665] N    N    N    N    N    Y    N    N    N    N    <NA> N    N    N   
## [20679] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20693] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [20707] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [20721] N    N    Y    N    N    N    <NA> N    N    N    N    N    N    N   
## [20735] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [20749] N    <NA> N    N    N    <NA> N    <NA> N    N    Y    N    N    N   
## [20763] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [20777] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [20791] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20805] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [20819] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [20833] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [20847] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [20861] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [20875] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [20889] N    N    Y    Y    Y    N    <NA> N    N    Y    N    N    N    N   
## [20903] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20917] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [20931] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20945] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [20959] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [20973] N    Y    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [20987] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [21001] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [21015] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [21029] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21043] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21057] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21071] N    Y    N    N    N    N    N    Y    N    <NA> N    N    N    N   
## [21085] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [21099] N    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [21113] N    N    N    N    N    <NA> N    N    N    N    N    N    N    Y   
## [21127] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21141] N    N    N    N    Y    Y    N    N    N    <NA> N    N    N    Y   
## [21155] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21169] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21183] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [21197] N    N    N    N    <NA> N    N    N    N    <NA> N    N    N    N   
## [21211] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [21225] N    N    Y    N    N    Y    N    Y    N    N    N    N    N    N   
## [21239] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [21253] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21267] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [21281] <NA> N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [21295] N    N    N    N    <NA> Y    N    N    N    N    N    N    N    N   
## [21309] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21323] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [21337] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21351] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [21365] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21379] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [21393] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [21407] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [21421] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21435] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21449] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21463] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21477] Y    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [21491] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21505] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [21519] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [21533] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21547] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21561] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21575] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [21589] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21603] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [21617] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21631] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [21645] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [21659] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21673] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [21687] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21701] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [21715] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21729] N    N    N    <NA> N    Y    N    N    N    <NA> N    N    N    N   
## [21743] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21757] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [21771] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21785] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [21799] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [21813] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [21827] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [21841] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [21855] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [21869] Y    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [21883] Y    N    <NA> N    N    N    N    Y    N    N    N    N    N    N   
## [21897] N    Y    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [21911] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [21925] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [21939] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [21953] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [21967] N    <NA> N    N    N    N    N    Y    N    Y    N    N    N    N   
## [21981] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [21995] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [22009] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [22023] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22037] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22051] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [22065] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [22079] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22093] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [22107] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [22121] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [22135] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22149] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [22163] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22177] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [22191] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [22205] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22219] N    N    Y    N    N    <NA> N    N    N    N    N    N    Y    N   
## [22233] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [22247] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [22261] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [22275] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22289] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [22303] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22317] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [22331] N    Y    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [22345] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22359] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22373] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [22387] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22401] Y    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [22415] <NA> N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [22429] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22443] N    N    N    N    N    <NA> N    Y    N    N    N    N    N    N   
## [22457] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22471] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22485] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [22499] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [22513] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22527] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [22541] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22555] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22569] N    N    N    Y    Y    Y    N    N    N    N    N    N    N    Y   
## [22583] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [22597] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [22611] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22625] N    Y    Y    N    N    N    N    N    N    N    Y    N    N    <NA>
## [22639] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22653] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [22667] N    N    Y    N    N    N    N    N    N    <NA> N    N    N    N   
## [22681] Y    N    Y    N    <NA> N    N    N    N    N    N    N    N    N   
## [22695] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [22709] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [22723] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [22737] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [22751] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22765] N    N    N    N    N    N    N    Y    N    Y    Y    N    N    N   
## [22779] Y    N    N    N    N    <NA> N    N    N    N    Y    N    N    N   
## [22793] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22807] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [22821] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [22835] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22849] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22863] N    N    Y    N    N    N    N    N    N    N    <NA> N    N    Y   
## [22877] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22891] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [22905] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [22919] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22933] N    N    N    <NA> N    N    N    N    Y    N    N    N    N    N   
## [22947] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [22961] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [22975] Y    Y    N    N    N    <NA> N    N    N    N    Y    N    N    N   
## [22989] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [23003] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [23017] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [23031] N    N    N    N    N    N    N    Y    Y    N    N    Y    N    N   
## [23045] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23059] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23073] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23087] Y    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [23101] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [23115] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23129] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23143] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23157] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [23171] Y    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [23185] N    N    N    N    N    <NA> N    Y    N    N    N    N    N    N   
## [23199] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23213] N    N    N    Y    Y    N    Y    N    N    N    N    N    N    N   
## [23227] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [23241] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [23255] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [23269] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [23283] N    N    N    N    N    N    N    N    N    N    N    Y    N    <NA>
## [23297] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23311] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [23325] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23339] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [23353] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23367] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [23381] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [23395] N    N    N    N    N    N    Y    N    N    <NA> N    N    Y    N   
## [23409] N    N    Y    N    N    N    N    N    Y    N    Y    N    N    N   
## [23423] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23437] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [23451] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [23465] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23479] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [23493] <NA> N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [23507] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23521] N    N    N    N    N    N    N    N    N    Y    Y    N    N    Y   
## [23535] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [23549] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [23563] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [23577] Y    N    Y    N    N    <NA> N    N    N    N    Y    N    N    N   
## [23591] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [23605] N    N    N    <NA> N    N    N    N    N    Y    N    N    N    N   
## [23619] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23633] N    N    Y    N    N    N    N    N    Y    N    Y    N    N    N   
## [23647] Y    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [23661] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [23675] Y    N    N    Y    N    Y    N    Y    N    N    N    Y    Y    Y   
## [23689] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [23703] N    N    <NA> N    N    N    N    N    N    Y    N    N    N    Y   
## [23717] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23731] N    N    N    N    N    N    <NA> N    Y    N    N    N    N    N   
## [23745] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [23759] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [23773] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [23787] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [23801] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [23815] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [23829] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [23843] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [23857] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [23871] N    N    N    N    N    N    N    N    Y    N    <NA> Y    N    N   
## [23885] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [23899] <NA> N    Y    N    N    N    Y    Y    N    N    N    N    N    N   
## [23913] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [23927] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [23941] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [23955] N    N    N    N    <NA> N    N    N    Y    N    N    N    N    N   
## [23969] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [23983] N    N    N    N    N    Y    N    Y    N    N    N    N    N    Y   
## [23997] N    N    N    N    N         N    N    N    N    N    N    N    Y   
## [24011] N    Y    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [24025] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [24039] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24053] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [24067] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [24081] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24095] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [24109] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [24123] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [24137] N    N    N    N    N    N    N    N    N    N    N    Y    <NA> N   
## [24151] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [24165] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [24179] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [24193] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [24207] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [24221] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [24235] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [24249] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [24263] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [24277] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [24291] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24305] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [24319] N    N    <NA> N    Y    N    Y    N    N    N    N    Y    Y    N   
## [24333] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24347] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [24361] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [24375] N    N    Y    N    N    N    N    N    N    N    N    Y    <NA> N   
## [24389] N    N    N    N    N    N    N    N    N    N    <NA> N    N    Y   
## [24403] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24417] N    N    N    N    N    Y    N    N    N    N    Y    N    N    Y   
## [24431] N    N    N    N    N    N    Y    N    N    N    <NA> N    Y    N   
## [24445] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24459] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [24473] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [24487] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [24501] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24515] <NA> N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [24529] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [24543] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [24557] N    Y    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [24571] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24585] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [24599] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [24613] <NA> N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [24627] N    N    N    N         N    N    N    N    <NA> N    N    N    N   
## [24641] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [24655] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [24669] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [24683] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24697] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24711] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [24725] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24739] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [24753] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [24767] N    N    <NA> N    N    N    N    N    N    N    Y    N    N    N   
## [24781] N    Y    N    Y    N    N    N    N    N    N    Y    Y    N    N   
## [24795] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [24809] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [24823] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [24837] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [24851] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24865] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [24879] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [24893] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [24907] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [24921] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [24935] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [24949] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [24963] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [24977] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [24991] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [25005] N    N    N    N    N    N    <NA> N    N    Y    N    N    N    N   
## [25019] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [25033] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25047] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [25061] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [25075] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [25089] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25103] N    Y    <NA> N    N    N    N    N    N    N    N    N    Y    N   
## [25117] N    N    Y    N    N    N    N    N    N    N    N    Y    N    <NA>
## [25131] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [25145] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [25159] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [25173] N    <NA> N    N    N    N    N    N    Y    N    N    N    N    N   
## [25187] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25201] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [25215] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25229] N    N    <NA> N    N    N    N    N    Y    N    N    N    N    N   
## [25243] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [25257] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [25271] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [25285] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25299] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25313] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25327] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [25341] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [25355] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [25369] N    N    N    N    Y    N    N    Y    N    N    N    N    Y    N   
## [25383] N    Y    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [25397] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25411] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [25425] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [25439] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [25453] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [25467] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [25481] N    N    <NA> N    N    N    N    N    N    N    N    Y    N    N   
## [25495] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [25509] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25523] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [25537] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [25551] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [25565] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [25579] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25593] N    N    N    Y    N    Y    N    N    N    N    N    N    N    Y   
## [25607] N    N    Y    N    N    N    N    Y    N    N    Y    Y    N    N   
## [25621] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25635] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [25649] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [25663] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [25677] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [25691] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [25705] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25719] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25733] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25747] N    N    Y    Y    N    Y    N    N    N    N    N    N    Y    N   
## [25761] <NA> N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [25775] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [25789] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [25803] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [25817] Y    N    Y    N    Y    N    N    N    N    N    N    N    N    Y   
## [25831] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [25845] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [25859] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [25873] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25887] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [25901] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [25915] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [25929] N    N    Y    <NA> N    N    N    N    N    N    N    N    N    N   
## [25943] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25957] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25971] N    N    Y    N    N    N    N    N    N    N    N    <NA> N    Y   
## [25985] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [25999] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26013] N    <NA> N    N    N    N    N    Y    N    N    N    N    N    N   
## [26027] N    N    Y    N    N    Y    N    N    N    N    N    N    N    Y   
## [26041] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [26055] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26069] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [26083] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [26097] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [26111] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [26125] N    N    Y    <NA> N    N    N    N    N    N    N    N    N    Y   
## [26139] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [26153] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26167] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26181] N    N    N    N    <NA> N    N    N    Y    N    N    N    N    N   
## [26195] N    N    N    N    Y    N    N    N    N    Y    N    Y    N    Y   
## [26209] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [26223] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26237] N    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [26251] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [26265] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [26279] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [26293] N    N    N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [26307] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26321] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [26335] N    N    N    <NA> N    Y    N    N    N    N    N    N    N    N   
## [26349] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [26363] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [26377] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [26391] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [26405] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [26419] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [26433] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26447] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [26461] <NA> N    Y    N    N    N    Y    N    <NA> N    N    N    N    N   
## [26475] <NA> N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [26489] N    N    N    N    N    N    N    N    N    N    Y    N    <NA> N   
## [26503] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [26517] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [26531] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [26545] N    N    Y    N    Y    N    N    N    N    N    N    N    Y    N   
## [26559] N    N    N    N    Y    Y    N    N    N    N    N    N    Y    N   
## [26573] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26587] N    Y    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [26601] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [26615] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [26629] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26643] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26657] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [26671] N    <NA> N    N    Y    N    Y    N    N    N    N    N    N    N   
## [26685] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26699] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [26713] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [26727] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26741] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26755] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [26769] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26783] N    N    Y    Y    N    N    N    N    N    <NA> N    N    N    N   
## [26797] N    N    Y    N    N    <NA> N    N    N    Y    N    N    N    N   
## [26811] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26825] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [26839] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [26853] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26867] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [26881] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [26895] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [26909] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [26923] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [26937] N    Y    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [26951] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [26965] N    N    N    N    N    <NA> <NA> N    N    N    N    N    Y    N   
## [26979] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [26993] <NA> N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [27007] N    N    <NA> N    N    N    N    N    N    <NA> N    N    N    N   
## [27021] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [27035] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27049] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27063] N    N    N    N    Y    N    N    N    N    Y    N    <NA> Y    N   
## [27077] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27091] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [27105] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [27119] Y    N    <NA> N    N    N    N    N    N    N    Y    N    N    N   
## [27133] Y    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [27147] Y    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [27161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27175] N    N    N    N    N    N    Y    <NA> N    N    N    N    N    N   
## [27189] N    N    <NA> N    N    N    N    Y    N    N    N    N    N    <NA>
## [27203] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [27217] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [27231] N    N    N    N    N    N    N    N    N    Y    N    N    <NA> N   
## [27245] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [27259] Y    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [27273] N    N    <NA> N    N    N    Y    N    N    N    N    Y    N    Y   
## [27287] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27301] N    N    N    Y    N    N    N    N    N    Y    Y    N    N    N   
## [27315] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [27329] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [27343] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27357] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [27371] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27385] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [27399] Y    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [27413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27427] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27441] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [27455] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [27469] N    N    N    N    N    N    <NA> Y    N    N    N    Y    N    N   
## [27483] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [27497] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27511] N    N    N    N    Y    N    N    <NA> N    N    N    N    N    Y   
## [27525] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [27539] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [27553] N    Y    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [27567] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [27581] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [27595] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [27609] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [27623] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [27637] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [27651] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [27665] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27679] N    N    N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [27693] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27707] N    N    N    N    N    N    Y    N    N    Y    N    N    N    Y   
## [27721] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27735] N    N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [27749] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [27763] N    N    N    <NA> N    N    Y    N    N    N    N    N    N    N   
## [27777] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [27791] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [27805] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [27819] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [27833] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    N   
## [27847] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [27861] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [27875] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [27889] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27903] N    N    Y    Y    Y    N    N    N    N    N    N    N    N    N   
## [27917] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [27931] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [27945] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [27959] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [27973] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [27987] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28001] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [28015] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [28029] N    Y    N    N    N    N    N    N    N    N    N    <NA> N    Y   
## [28043] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [28057] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28071] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28085] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28099] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28113] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [28127] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [28141] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28155] Y    N    N    N    <NA> <NA> N    N    N    N    N    N    N    N   
## [28169] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [28183] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [28197] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [28211] N    N    N    N    Y    N    N    N    <NA> N    N    Y    N    N   
## [28225] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [28239] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [28253] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [28267] N    N    N    N    N    N    Y    N    Y    N    N    N    Y    N   
## [28281] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [28295] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [28309] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [28323] N    N    Y    N    N    N    N    N    N    Y    N    Y    N    Y   
## [28337] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [28351] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [28365] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28379] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [28393] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28407] N    N    N    N    <NA> N    N    Y    N    N    N    N    N    N   
## [28421] N    <NA> N    Y    N    N    N    N    N    N    N    N    N    N   
## [28435] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28449] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [28463] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [28477] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28491] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [28505] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28519] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28533] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [28547] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [28561] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [28575] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [28589] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [28603] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [28617] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28631] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [28645] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28659] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [28673] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [28687] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [28701] N    N    N    N    N    Y    N    N    Y    N    N    N    N    Y   
## [28715] N    Y    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [28729] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [28743] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28757] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28771] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28785] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [28799] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28813] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [28827] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [28841] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [28855] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [28869] N    N    N    N    N    <NA> N    Y    N    Y    N    N    N    N   
## [28883] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [28897] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [28911] N    N    N    <NA> N    Y    N    Y    N    N    Y    N    N    N   
## [28925] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [28939] Y    N    N    N    N    N    N    N    N    <NA> Y    N    N    N   
## [28953] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [28967] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [28981] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [28995] N    N    N    Y    N    N    N    N    N    N    N    <NA> N    <NA>
## [29009] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [29023] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [29037] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [29051] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [29065] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29079] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [29093] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29107] N    Y    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [29121] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29135] N    N    N    Y    N    N    N    N    N    N    N    <NA> N    N   
## [29149] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [29163] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29177] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [29191] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [29205] N    N    N    N    N    N    N    N    N    <NA> N    N    N    Y   
## [29219] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [29233] N    N    N    N    N    N    N    <NA> N    N    N    N    <NA> N   
## [29247] N    N    Y    N    N    N    N    N    N    Y    Y    N    Y    N   
## [29261] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29275] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [29289] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [29303] Y    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [29317] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [29331] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [29345] N    N    N    N    N    N    N    N    <NA> Y    N    N    N    N   
## [29359] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [29373] N    N    <NA> N    N    N    N    N    N    N    <NA> Y    N    N   
## [29387] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29401] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [29415] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29429] N    N    N    Y    N    N    N    N    Y    Y    N    N    N    N   
## [29443] N    N    N    N    N    N    Y    N    N    N    N    N    Y    <NA>
## [29457] <NA> Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [29471] Y    N    N    N    N    N    <NA> N    N    N    N    N    Y    N   
## [29485] Y    N    N    N    N    N    N    N    Y    N    <NA> N    N    N   
## [29499] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [29513] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29527] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [29541] N    N    N    N    N    N    N    <NA> N    N    N    N    N    Y   
## [29555] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29569] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29583] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29597] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [29611] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29625] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [29639] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [29653] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29667] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [29681] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [29695] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29709] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [29723] N    N    <NA> N    N    N    N    N    N    N    N    N    N    Y   
## [29737] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [29751] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [29765] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [29779] N    N    N    N    N    N    N    <NA> N    N    Y    <NA> N    N   
## [29793] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [29807] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [29821] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [29835] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [29849] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [29863] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [29877] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29891] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [29905] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29919] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [29933] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [29947] N    N    Y    N    N    N    N    N    N    Y    N    N    N    Y   
## [29961] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [29975] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [29989] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [30003] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30017] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [30031] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [30045] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [30059] N    N    N    N    N    N    N    N    <NA> N    Y    N    N    N   
## [30073] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30087] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30101] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [30115] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [30129] Y    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [30143] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [30157] N    N    N    N    N    Y    N    N    N    Y    N    <NA> N    N   
## [30171] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30185] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [30199] N    N    <NA> N    N    N    N    N    N    Y    N    Y    N    N   
## [30213] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30227] N    N    Y    N    N    Y    N    N    N    <NA> <NA> N    N    N   
## [30241] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [30255] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [30269] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [30283] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30297] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [30311] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [30325] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30339] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30353] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [30367] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [30381] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30395] N    N    N    N    N    N    N    N    Y    N    N    N    Y    Y   
## [30409] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [30423] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30437] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30451] Y    N    N    N    Y    Y    N    N    N    Y    N    N    N    N   
## [30465] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30479] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [30493] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30507] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [30521] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30535] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30549] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30563] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [30577] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30591] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30605] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [30619] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
## [30633] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [30647] N    N    N    N    N    N    Y    N    N    <NA> N    N    N    N   
## [30661] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [30675] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [30689] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30703] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [30717] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30731] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [30745] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30759] N    Y    N    N    Y    N    N    N    <NA> N    N    N    N    N   
## [30773] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [30787] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [30801] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30815] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30829] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [30843] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30857] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [30871] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30885] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30899] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [30913] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [30927] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [30941] N    N    N    N    N    Y    N    <NA> N    N    N    N    N    N   
## [30955] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [30969] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30983] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [30997] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [31011] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31025] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31039] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31053] N    N    N    N    N    N    Y    N    N    Y    N    N    N    Y   
## [31067] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [31081] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [31095] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31109] N    Y    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [31123] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31137] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [31151] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [31165] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [31179] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31193] N    N    <NA> N    N    N    N    Y    N    N    N    N    N    Y   
## [31207] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [31221] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [31235] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31249] N    N    N    <NA> N    N    Y    N    N    Y    N    Y    N    N   
## [31263] Y    N    Y    N    <NA> N    N    N    N    N    N    N    N    Y   
## [31277] N    N    N    N    N    <NA> N    N    N    N    N    N    N    Y   
## [31291] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31305] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31319] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31333] N    N    Y    N    N    N    N    N    N    Y    N    Y    N    N   
## [31347] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [31361] N    N    N    Y    N    N    N    N    N    Y    N    <NA> N    N   
## [31375] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31389] N    N    Y    N    Y    N    Y    N    N    N    N    Y    N    N   
## [31403] N    N    N    N    N    Y    Y    N    Y    <NA> Y    N    N    N   
## [31417] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31431] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31445] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [31459] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [31473] N    N    N    Y    N    N    Y    N    N    N    <NA> Y    N    N   
## [31487] N    N    N    N    N    N    N    Y    N    N    N    N    <NA> N   
## [31501] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31515] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [31529] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31543] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31557] Y    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [31571] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [31585] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [31599] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [31613] Y    Y    N    N    N    N    N    N    N    Y    Y    N    N    Y   
## [31627] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31641] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [31655] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [31669] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31683] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [31697] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [31711] N    N    <NA> N    N    <NA> N    N    Y    N    N    N    N    Y   
## [31725] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [31739] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [31753] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [31767] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31781] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31795] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31809] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [31823] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [31837] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [31851] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [31865] <NA> N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [31879] N    N    N    Y    N    N    N    N    N    <NA> N    N    Y    N   
## [31893] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [31907] N    N    <NA> N    N    Y    N    N    N    N    N    N    N    N   
## [31921] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31935] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [31949] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [31963] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [31977] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [31991] N    N    N    N    N    Y    N    N    N    <NA> Y    Y    N    N   
## [32005] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [32019] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [32033] N    N    N    N    Y    Y    N    N    N    N    N    N    N    Y   
## [32047] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32061] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [32075] N    <NA> N    N    N    N    <NA> N    N    N    Y    N    N    N   
## [32089] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [32103] Y    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [32117] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [32131] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32145] <NA> N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [32159] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [32173] N    <NA> Y    N    N    N    N    N    N    N    N    N    N    N   
## [32187] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [32201] N    N    N    N    N    N    Y    N    N    <NA> N    N    N    Y   
## [32215] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [32229] N    N    N    <NA> <NA> N    N    N    N    N    N    N    N    N   
## [32243] Y    N    N    N    Y    N    N    N    N    N    N    N    Y    <NA>
## [32257] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32271] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32285] N    N    N    N    N    N    N    Y    N    N    N    Y    N    Y   
## [32299] Y    N    N    <NA> <NA> N    Y    N    N    N    N    <NA> N    N   
## [32313] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [32327] N    Y    N    N    Y    N    N    N    Y    N    N    Y    N    Y   
## [32341] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32355] N    N    N    N    N    N    <NA> Y    N    N    N    Y    N    N   
## [32369] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [32383] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [32397] N    Y    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [32411] N    N    N    N    N    N    N    N    <NA> <NA> N    N    N    N   
## [32425] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32439] N    N    N    N    N    N    Y    N    N    N    Y    Y    N    Y   
## [32453] N    <NA> <NA> N    N    N    N    N    N    N    N    N    N    N   
## [32467] N    N    N    N    Y    N    N    Y    N    N    N    Y    N    N   
## [32481] N    N    N    N    N    Y    Y    Y    N    N    Y    N    Y    N   
## [32495] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [32509] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [32523] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [32537] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32551] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32565] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [32579] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32593] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [32607] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32621] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [32635] N    N    N    Y    <NA> N    N    N    N    N    N    N    Y    N   
## [32649] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [32663] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [32677] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [32691] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32705] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32719] N    Y    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [32733] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [32747] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [32761] N    N    N    Y    Y    N    N    N    N    N    Y    N    N    N   
## [32775] Y    N    Y    N    Y    Y    N    N    N    N    N    N    Y    N   
## [32789] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [32803] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32817] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [32831] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [32845] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [32859] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32873] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32887] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [32901] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [32915] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32929] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [32943] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [32957] N    Y    N    N    N    N    N    N    N    N    <NA> N    Y    N   
## [32971] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [32985] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [32999] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33013] N    Y    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [33027] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [33041] N    N    N    N    N    N    N    N    Y    N    N    N    N    <NA>
## [33055] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [33069] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33083] N    Y    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [33097] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [33111] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33125] N    N    N    N    N    <NA> N    N    Y    N    N    N    N    N   
## [33139] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [33153] N    N    N    Y    N    N    <NA> N    N    N    N    N    Y    N   
## [33167] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [33181] N    N    Y    N    N    N    N    N    N    N    N    Y    N    Y   
## [33195] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33209] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33223] N    N    N    N    <NA> N    N    N    N    N    N    N    Y    N   
## [33237] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [33251] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [33265] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [33279] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [33293] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33307] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33321] <NA> N    N    N    N    Y    N    N    N    N    N    N    Y    <NA>
## [33335] N    N    N    N    N    N    N    Y    N    <NA> Y    N    N    N   
## [33349] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [33363] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [33377] N    N    N    N    N    N    N    Y    Y    Y    N    N    N    N   
## [33391] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33405] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [33419] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [33433] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [33447] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33461] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33475] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33489] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [33503] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [33517] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33531] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [33545] N    Y    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [33559] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [33573] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [33587] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33601] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [33615] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [33629] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [33643] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [33657] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33671] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [33685] N    N    N    N    N    N    N    N    N    N    N    <NA> N    Y   
## [33699] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [33713] N    N    N    N    N    Y    Y    N    N    N    N    N    Y    N   
## [33727] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33741] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [33755] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [33769] Y    N    Y    N    N    <NA> N    N    N    N    N    N    N    N   
## [33783] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33797] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [33811] N    N    N    N    N    N    Y    N    N    Y    N    Y    N    N   
## [33825] N    N    N    N    N    N    N    N    Y    N    N    Y    N    Y   
## [33839] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [33853] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33867] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33881] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [33895] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [33909] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [33923] N    N    N    N    N    Y    N    N    Y    N    N    Y    N    N   
## [33937] N    N    Y    N    N    Y    N    N    N    N    Y    N    N    N   
## [33951] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [33965] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [33979] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [33993] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34007] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34021] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34035] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [34049] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34063] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34077] N    N    N    <NA> Y    N    N    N    Y    N    N    N    Y    N   
## [34091] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [34105] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [34119] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [34133] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34147] N    N    N    <NA> N    N    N    N    Y    N    N    N    Y    N   
## [34161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34175] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [34189] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34203] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34217] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [34231] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [34245] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [34259] Y    N    N    N    <NA> N    N    N    N    N    <NA> N    N    N   
## [34273] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [34287] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [34301] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34315] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34329] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [34343] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [34357] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [34371] Y    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [34385] N    N    N    N    N    N    N    N    <NA> Y    N    N    N    N   
## [34399] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34427] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [34441] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [34455] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34469] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [34483] N    <NA> N    N    N    N    N    N    N    N    Y    N    N    N   
## [34497] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [34511] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34525] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [34539] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34553] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [34567] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [34581] N    N    <NA> N    N    N    N    N    N    N    Y    N    N    N   
## [34595] <NA> <NA> Y    N    N    N    N    N    N    N    N    N    N    N   
## [34609] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [34623] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [34637] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [34651] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34665] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [34679] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [34693] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [34707] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [34721] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [34735] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34749] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34763] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [34777] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [34791] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34805] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34819] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [34833] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [34847] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [34861] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [34875] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [34889] N    N    N    N    N    N    Y    N    N    N    N    N    <NA> N   
## [34903] N    N    N    N    N    Y    Y    N    <NA> N    N    N    N    N   
## [34917] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [34931] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34945] N    N    N    N    N    <NA> <NA> N    N    N    N    Y    N    N   
## [34959] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [34973] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [34987] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [35001] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [35015] N    N    N    N    N    N    N    N    Y    N    Y    Y    N    N   
## [35029] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [35043] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35057] Y    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [35071] N    N    N    N    N    N    N    N    Y    N    N    N    <NA> N   
## [35085] N    N    N    N    N    Y    N    N    N    N    N    <NA> N    N   
## [35099] Y    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [35113] N    N    N    N    <NA> N    N    N    N    N    N    <NA> N    N   
## [35127] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35141] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35155] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [35169] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [35183] N    N    N    N    N    N    N    N    <NA> N    N    <NA> N    N   
## [35197] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [35211] N    N    N    N    Y    N    N    N    Y    N    Y    Y    Y    N   
## [35225] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [35239] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [35253] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [35267] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35281] Y    N    N    N    N    N    Y    N    N    N    N    N    Y    <NA>
## [35295] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35309] N    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [35323] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35337] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [35351] N    N    N    N    N    N    Y    N    N    N    N    Y    N    Y   
## [35365] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [35379] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [35393] N    N    N    Y    Y    <NA> N    N    N    N    N    N    N    N   
## [35407] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [35421] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [35435] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [35449] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [35463] N    N    N    N    N    N    N    N    N    N    Y    Y    N    Y   
## [35477] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [35491] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [35505] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35519] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [35533] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [35547] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [35561] N    N    <NA> N    N    N    N    N    N    N    N    N    N    Y   
## [35575] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35589] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35603] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [35617] N    N    <NA> N    N    N    N    N    N    <NA> N    N    N    N   
## [35631] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [35645] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [35659] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [35673] Y    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [35687] N    N    <NA> N    Y    N    N    Y    N    N    N    Y    N    <NA>
## [35701] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [35715] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [35729] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [35743] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35757] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [35771] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35785] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [35799] N    N    Y    N    N    N    Y    N    N    <NA> N    N    N    N   
## [35813] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35827] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [35841] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35855] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [35869] N    N    N    Y    N    Y    N    N    N    N    N    N    Y    N   
## [35883] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [35897] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35911] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [35925] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35939] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [35953] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [35967] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [35981] N    Y    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [35995] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36009] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36023] Y    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [36037] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36051] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [36065] Y    N    N    N    Y    N    N    <NA> N    N    N    N    N    N   
## [36079] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [36093] N    N    N    N    N    N    N    Y    N    <NA> N    N    N    N   
## [36107] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36121] N    N    N    N    N    Y    N    N    N    Y    N    N    N    <NA>
## [36135] N    N    Y    Y    N    N    Y    N    N    N    N    N    N    N   
## [36149] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36163] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [36177] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [36191] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36205] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [36219] N    Y    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [36233] N    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [36247] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [36261] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [36275] N    N    Y    Y    N    N    N    N    N    N    N    Y    N    N   
## [36289] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [36303] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [36317] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [36331] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36345] N    N    N    N    <NA> N    N    N    Y    N    N    N    N    N   
## [36359] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [36373] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [36387] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [36401] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36415] Y    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [36429] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [36443] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [36457] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [36471] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [36485] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [36499] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36513] N    N    N    N    N    N    Y    Y    Y    N    N    N    N    N   
## [36527] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [36541] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [36555] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [36569] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [36583] N    N    N    N    N    N    Y    N    Y    N    N    N    N    Y   
## [36597] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [36611] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36625] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [36639] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36653] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [36667] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [36681] Y    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [36695] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [36709] Y    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [36723] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [36737] N    N    N    N    <NA> N    Y    N    Y    N    N    N    N    N   
## [36751] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [36765] N    N    N    N    Y    N    N    Y    N    N    N    N    N    Y   
## [36779] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36793] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [36807] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36821] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36835] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [36849] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [36863] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [36877] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36891] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [36905] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36919] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36933] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [36947] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [36961] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [36975] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [36989] N    N    N    N    N    <NA> N    Y    N    N    N    N    N    N   
## [37003] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37017] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [37031] N    N    N    Y    N    N    Y    Y    N    N    N    N    N    N   
## [37045] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [37059] N    N    N    N    N    Y    N    N    N    N    N    <NA> N    <NA>
## [37073] N    Y    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [37087] Y    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [37101] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [37115] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [37129] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37143] N    N    N    N    N    N    N    Y    N    Y    Y    N    N    N   
## [37157] N    N    N    N    <NA> Y    N    N    N    N    N    N    N    N   
## [37171] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37185] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [37199] Y    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [37213] N    N    N    N    N    Y    N    N    N    N    N    Y    Y    N   
## [37227] N    N    N    N    N    Y    N    N    N    <NA> N    N    N    N   
## [37241] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [37255] N    Y    N    <NA> N    N    N    N    Y    N    N    N    N    N   
## [37269] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [37283] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37297] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [37311] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [37325] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37339] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [37353] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37367] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [37381] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [37395] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37409] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [37423] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37437] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37451] N    N    N    N    N    N    N    N    N    Y    N    <NA> N    Y   
## [37465] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [37479] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [37493] N    N    N    Y    N    Y    Y    N    N    N    N    N    Y    N   
## [37507] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [37521] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [37535] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37549] N    N    N    N    Y    N    N    Y    Y    N    N    N    Y    N   
## [37563] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [37577] N    N    Y    N    N    N    N    N    N    N    N    <NA> N    N   
## [37591] N    N    N    N    Y    N    N    N    N    Y    Y    N    N    N   
## [37605] N    N    N    N    N    N    N    Y    N    N    N    N    N    <NA>
## [37619] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37633] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37647] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [37661] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [37675] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [37689] N    N    N    N    N    N    N    N    N    Y    N    N    <NA> N   
## [37703] N    N    N    N    N    N    N    <NA> N    N    N    Y    N    N   
## [37717] Y    N    N    N    N    N    N    N    N    N    N    N    Y    <NA>
## [37731] N    N    N    N    N    N    N    <NA> N    N    N    N    N    Y   
## [37745] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37759] N    N    N    N    N    Y    N    N    N    N    Y    N    Y    N   
## [37773] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [37787] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37801] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [37815] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [37829] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [37843] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [37857] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [37871] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [37885] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    N   
## [37899] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [37913] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [37927] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [37941] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37955] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [37969] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [37983] N    Y    N    N    N    N    N    N    Y    N    N    <NA> N    N   
## [37997] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38011] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [38025] N    N    N    Y    N    Y    N    N    N    N    N    N    Y    N   
## [38039] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38053] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [38067] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38081] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [38095] N    N    N    N    N    N    N    Y    Y    N    Y    N    N    N   
## [38109] N    N    N    Y    N    N    Y    N    Y    N    N    N    N    N   
## [38123] N    Y    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [38137] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [38151] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [38165] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38179] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [38193] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38207] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38221] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38235] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [38249] N    N    N    N    N    N    N    N    Y    N    N    N    <NA> N   
## [38263] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38277] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [38291] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [38305] N    N    N    N    N    N    N    Y    N    <NA> N    N    N    N   
## [38319] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [38333] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [38347] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [38361] N    N    Y    N    N    N    N    N    N    N    <NA> N    N    N   
## [38375] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [38389] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [38403] N    <NA> N    <NA> N    N    N    Y    Y    N    N    N    N    N   
## [38417] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38431] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38445] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38459] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [38473] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [38487] N    <NA> N    Y    N    N    N    N    N    N    N    Y    N    N   
## [38501] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [38515] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [38529] N    N    Y    N    N    N    N    N    N    Y    Y    N    N    N   
## [38543] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [38557] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [38571] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38585] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38599] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38613] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [38627] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [38641] N    N    N    Y    Y    N    N    N    N    Y    N    N    N    N   
## [38655] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [38669] N    N    N    N    N    N    Y    N    N    N    Y    Y    N    N   
## [38683] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [38697] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [38711] N    N    N    N    N    <NA> N    N    N    N    Y    N    N    N   
## [38725] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    Y   
## [38739] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [38753] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [38767] N    N    Y    N    N    N    <NA> Y    N    N    N    Y    N    N   
## [38781] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [38795] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [38809] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [38823] N    N    N    N    Y    N    N    N    N    N    N    Y    N    Y   
## [38837] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [38851] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [38865] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [38879] N    N    N    N    N    Y    N    N    N    N    N    N    N    <NA>
## [38893] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [38907] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [38921] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [38935] N    N    N    N    N    <NA> N    N    N    N    N    Y    N    N   
## [38949] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [38963] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [38977] N    Y    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [38991] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [39005] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [39019] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [39033] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39047] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [39061] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39075] N    Y    Y    N    N    N    Y    N    N    <NA> N    N    N    N   
## [39089] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [39103] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [39117] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [39131] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [39145] N    N    N    N    N    N    N    Y    <NA> N    N    N    N    N   
## [39159] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [39173] N    Y    N    N    Y    N    N    Y    N    Y    N    N    N    N   
## [39187] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [39201] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [39215] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [39229] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [39243] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [39257] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39271] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [39285] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [39299] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [39313] N    N    N    N    N    N    N    N    Y    N    N    Y    N    Y   
## [39327] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39341] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [39355] N    N    Y    Y    N    N    N    N    N    N    N    <NA> N    N   
## [39369] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [39383] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [39397] Y    N    Y    N    N    N    N    <NA> N    Y    N    N    N    N   
## [39411] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [39425] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [39439] Y    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [39453] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [39467] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [39481] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [39495] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [39509] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [39523] N    <NA> N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [39537] N    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [39551] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [39565] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [39579] N    <NA> N    N    N    N    N    N    Y    N    N    N    N    N   
## [39593] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39607] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39621] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [39635] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39649] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [39663] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [39677] <NA> N    N    N    Y    N         N    Y    N    N    N    N    N   
## [39691] N    N    N    N    N    N    N    N    N    Y    Y    N    Y    N   
## [39705] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [39719] N    N    N    Y    N    N    N    N    Y    N    N    N    N    N   
## [39733] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [39747] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39761] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [39775] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39789] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [39803] N    N    <NA> N    N    N    N    N    N    N    N    N    <NA> N   
## [39817] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [39831] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [39845] N    Y    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [39859] Y    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [39873] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [39887] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [39901] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [39915] Y    <NA> N    N    Y    N    N    N    N    Y    N    N    N    N   
## [39929] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39943] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [39957] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [39971] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [39985] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [39999] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [40013] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [40027] N    N    Y    N    N    N    N    N    N    <NA> <NA> N    N    N   
## [40041] N    N    N    N    N    N    N    N    N    Y    <NA> N    N    Y   
## [40055] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [40069] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [40083] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [40097] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40111] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40125] N    N    N    N    Y    N    N    N    N    N    <NA> Y    N    N   
## [40139] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [40153] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [40167] N    N    N    N    N    N    N    N    Y    <NA> N    N    N    N   
## [40181] N    N    Y    N    N    N    N    N    N    Y    N    N    N    Y   
## [40195] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [40209] Y    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [40223] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [40237] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [40251] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40265] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40279] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40293] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [40307] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40321] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [40335] N    N    N    <NA> Y    N    N    N    N    N    Y    N    N    N   
## [40349] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [40363] Y    N    N    N    N    N    N    N    N    N    <NA> N    N    Y   
## [40377] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [40391] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [40405] N    N    N    Y    N    N    N    N    N    N    Y    N    <NA> <NA>
## [40419] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [40433] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [40447] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40461] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40475] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [40489] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40503] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [40517] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [40531] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40545] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [40559] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [40573] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40587] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [40601] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [40615] N    Y    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [40629] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40643] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [40657] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [40671] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [40685] N    N    N    N    N    <NA> N    N    N    N    N    N    Y    Y   
## [40699] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40713] Y    Y    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [40727] N    N    N    N    N    N    <NA> N    N    N    N    N    N    Y   
## [40741] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [40755] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40769] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [40783] N    N    Y    Y    Y    N    N    N    N    N    N    N    N    N   
## [40797] N    Y    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [40811] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [40825] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40839] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40853] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40867] N    N    Y    N    N    N    N    N    N    N    <NA> N    N    N   
## [40881] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [40895] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [40909] N    N    Y    N    N    Y    N    N    N    N    N    N    Y    N   
## [40923] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [40937] N    Y    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [40951] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [40965] Y    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [40979] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [40993] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [41007] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [41021] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [41035] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41049] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [41063] N    N    N    N    N    N    <NA> N    Y    N    N    N    N    Y   
## [41077] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [41091] N    N    Y    Y    N    N    Y    Y    N    N    Y    N    N    Y   
## [41105] N    N    N    N    Y    <NA> N    N    N    N    N    N    N    N   
## [41119] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [41133] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [41147] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [41161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41175] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [41189] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [41203] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41217] N    N    N    N    Y    N    N    N    Y    N    N    N    N    Y   
## [41231] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [41245] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41259] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41273] N    N    N    N    N    N    N    N    <NA> N    N    Y    N    N   
## [41287] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [41301] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41315] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41329] N    Y    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [41343] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41357] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [41371] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41385] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [41399] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [41413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41427] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41441] N    <NA> N    N    N    Y    N    N    N    N    Y    N    N    N   
## [41455] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [41469] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41483] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41497] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [41511] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [41525] N    N    N    N    N    N    N    N    N    <NA> Y    N    Y    N   
## [41539] N    N    N    N    N    N    Y    N    N    N    N    N    <NA> N   
## [41553] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [41567] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41581] N    N    N    N    N    Y    <NA> N    N    Y    N    N    N    N   
## [41595] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41609] Y    N    <NA> N    N    N    N    N    N    N    N    <NA> N    N   
## [41623] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [41637] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [41651] N    <NA> N    N    N    N    N    N    Y    <NA> Y    N    N    N   
## [41665] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [41679] N    N    N    Y    N    N    N    N    <NA> N    N    N    N    N   
## [41693] N    <NA> N    N    N    N    N    Y    N    N    N    N    N    N   
## [41707] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [41721] N    N    Y    N    <NA> N    N    N    N    N    N    <NA> N    N   
## [41735] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41749] N    Y    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [41763] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [41777] N    N    Y    N    N    N    Y    N    N    Y    Y    N    N    N   
## [41791] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [41805] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [41819] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [41833] N    N    N    N    N    <NA> N    N    N    N    N    N    N    <NA>
## [41847] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [41861] Y    N    Y    N    N    N    N    Y    N    Y    N    N    N    N   
## [41875] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [41889] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [41903] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [41917] N    Y    N    Y    Y    Y    N    N    N    N    <NA> Y    N    N   
## [41931] N    Y    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [41945] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [41959] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [41973] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [41987] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42001] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [42015] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [42029] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [42043] N    N    N    N    N    N    Y    N    N    N    Y    N    Y    N   
## [42057] Y    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [42071] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [42085] Y    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [42099] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [42113] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42127] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [42141] N    N    <NA> N    N    N    N    Y    N    N    N    N    N    N   
## [42155] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [42169] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42183] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42197] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [42211] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [42225] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [42239] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [42253] Y    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [42267] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42281] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42295] N    N    N    N    N    Y    N    Y    N    N    N    N    Y    N   
## [42309] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [42323] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42337] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [42351] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [42365] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [42379] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [42393] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [42407] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42421] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42435] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [42449] N    N    N    N    N    Y    Y    N    N    N    N    <NA> Y    N   
## [42463] N    N    N    N    N    Y    N    N    N    N    N    N    <NA> <NA>
## [42477] N    N    N    Y    <NA> N    N    N    N    N    N    N    N    N   
## [42491] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [42505] Y    N    N    N    Y    N    N    Y    Y    N    N    N    N    N   
## [42519] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42533] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [42547] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [42561] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42575] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [42589] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42603] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [42617] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [42631] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42645] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [42659] <NA> N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [42673] N    N    N    N    N    N    N    Y    N    N    N    N    N        
## [42687] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [42701] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42715] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [42729] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42743] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [42757] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42771] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [42785] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [42799] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [42813] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [42827] N    N    N    N    N    Y    <NA> N    N    N    N    N    N    N   
## [42841] N    N    <NA> <NA> N    Y    N    N    N    N    N    N    N    Y   
## [42855] Y    N    N    N    N    N    N    N    Y    N    N    N    <NA> N   
## [42869] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [42883] N    N    N    <NA> N    Y    N    N    N    N    N    Y    N    N   
## [42897] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42911] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42925] N    N    N    N    N    N    Y    Y    N    N    N    Y    N    <NA>
## [42939] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [42953] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [42967] N    N    N    Y    N    N    N    N    N    Y    Y    N    N    N   
## [42981] N    Y    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [42995] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [43009] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [43023] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [43037] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43051] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [43065] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [43079] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [43093] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43107] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [43121] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [43135] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [43149] N    Y    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [43163] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [43177] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [43191] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [43205] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43219] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [43233] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [43247] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [43261] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [43275] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43289] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43303] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [43317] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [43331] N    N    <NA> N    N    N    N    N    N    N    Y    N    N    N   
## [43345] N    N    N    N    N    N    N    N    N    Y    <NA> N    N    N   
## [43359] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [43373] N    Y    Y    N    N    <NA> N    <NA> N    N    N    N    N    N   
## [43387] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43401] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43415] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43429] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [43443] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [43457] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [43471] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [43485] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [43499] N    N    N    N    N    Y    N    <NA> N    N    N    N    N    N   
## [43513] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [43527] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43541] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [43555] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [43569] N    N    Y    N    Y    N    N    N    N    N    N    Y    N    N   
## [43583] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43597] N    N    N    N    N    N    N    N    N    Y    N    N    N    <NA>
## [43611] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [43625] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43639] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43653] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [43667] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [43681] N    N    N    N    Y    N    N    N    Y    N    N    N    N    Y   
## [43695] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [43709] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [43723] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [43737] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [43751] N    N    Y    N    <NA> N    N    N    N    N    N    N    N    N   
## [43765] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [43779] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [43793] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [43807] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43821] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [43835] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [43849] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43863] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43877] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43891] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43905] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [43919] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [43933] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [43947] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [43961] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [43975] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [43989] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44003] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44017] Y    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [44031] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44045] N    N    N    N    N    Y    N    N    Y    N    Y    N    N    N   
## [44059] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [44073] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [44087] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44101] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [44115] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44129] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [44143] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44157] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [44171] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [44185] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [44199] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    N   
## [44213] N    N    N    N    N    Y    N    N    N    N    N    <NA> Y    N   
## [44227] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [44241] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [44255] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [44269] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44283] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [44297] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44311] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44325] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [44339] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [44353] N    N    N    N    N    N    N    N    Y    <NA> N    N    N    N   
## [44367] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [44381] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44395] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [44409] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [44423] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [44437] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44451] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44465] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
## [44479] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44493] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [44507] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [44521] N    N    Y    <NA> N    N    N    Y    N    N    N    N    N    N   
## [44535] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44549] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [44563] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44577] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44591] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [44605] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [44619] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44633] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [44647] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [44661] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [44675] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [44689] N    Y    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [44703] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [44717] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [44731] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44745] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44759] N    <NA> N    N    N    N    N    N    N    N    N    N    <NA> Y   
## [44773] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [44787] N    N    N    N    N    N    N    N    Y    Y    N    N    N    Y   
## [44801] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44815] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [44829] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [44843] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [44857] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [44871] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [44885] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44899] N    N    N    N    N    N    N    N    <NA> N    Y    N    N    N   
## [44913] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44927] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [44941] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44955] N    Y    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [44969] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [44983] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [44997] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45011] N    N    N    N    N    <NA> N    N    N    N    N    N    <NA> N   
## [45025] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45039] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45053] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [45067] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [45081] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [45095] N    N    N    Y    N    N    N    <NA> N    N    Y    N    N    N   
## [45109] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45123] N    N    N    N    N    N    N    N    <NA> N    <NA> N    N    N   
## [45137] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [45151] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45165] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45179] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [45193] N    N    N    N    N    <NA> N    N    N    Y    N    N    Y    N   
## [45207] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45221] N    N    N    N    N    <NA> <NA> N    N    N    N    N    N    N   
## [45235] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45249] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [45263] N    Y    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [45277] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [45291] N    N    <NA> N    N    N    Y    Y    N    N    N    N    Y    N   
## [45305] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45319] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [45333] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [45347] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45361] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [45375] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [45389] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45403] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [45417] N    N    N    Y    N    N    N    N    Y    N    N    N    N    N   
## [45431] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [45445] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45459] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [45473] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45487] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [45501] N    N    N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [45515] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [45529] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45543] N    N    N    N    N    Y    N    N    N    N    Y    N    N    Y   
## [45557] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45571] Y    N    N    N    N    N    Y    N    N    N    N    N    N    <NA>
## [45585] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45599] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [45613] <NA> N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [45627] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [45641] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45655] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45669] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [45683] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [45697] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [45711] N    N    N    N    N    N    N    <NA> N    N    N    <NA> N    N   
## [45725] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [45739] Y    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [45753] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [45767] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45781] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [45795] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [45809] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [45823] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [45837] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [45851] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [45865] <NA> N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [45879] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [45893] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [45907] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [45921] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [45935] N    N    N    N    Y    N    N    N    N    N    N    <NA> N    N   
## [45949] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [45963] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [45977] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [45991] N    Y    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [46005] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46019] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [46033] N    N    N    N    N    N    <NA> Y    N    N    Y    N    N    N   
## [46047] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [46061] Y    N    Y    N    Y    N    Y    N    N    N    N    N    N    N   
## [46075] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46089] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [46103] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [46117] Y    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [46131] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [46145] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [46159] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [46173] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [46187] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [46201] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [46215] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [46229] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46243] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [46257] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [46271] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46285] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [46299] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [46313] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46327] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46341] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [46355] <NA> N    Y    N    N    N    <NA> N    N    N    N    N    N    N   
## [46369] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46383] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46397] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [46411] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46425] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46439] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [46453] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [46467] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46481] Y    N    N    <NA> N    Y    N    N    N    N    N    N    N    N   
## [46495] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46509] Y    Y    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [46523] Y    N    N    N    N    N    Y    <NA> N    N    Y    N    N    N   
## [46537] N    N    N    N    <NA> N    N    N    Y    N    N    N    N    N   
## [46551] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [46565] N    N    N    N    N    Y    N    Y    N    N    N    Y    N    N   
## [46579] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46593] <NA> N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [46607] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [46621] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [46635] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [46649] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [46663] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [46677] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [46691] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [46705] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46719] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [46733] N    N    <NA> N    N    N    N    N    N    N    Y    N    N    Y   
## [46747] N    <NA> N    N    N    N    N    N    N    N    N    N    N    <NA>
## [46761] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [46775] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [46789] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [46803] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46817] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [46831] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [46845] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [46859] N    Y    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [46873] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46887] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [46901] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [46915] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46929] N    Y    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [46943] N    Y    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [46957] N    N    Y    N    N    N    Y    N    Y    N    N    N    N    N   
## [46971] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [46985] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [46999] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47013] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [47027] N    N    N    N    N    N    N    N    N    N    N    <NA> Y    N   
## [47041] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [47055] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47069] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [47083] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [47097] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47111] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [47125] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [47139] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47153] N    N    N    N    Y    Y    N    Y    N    N    N    N    N    N   
## [47167] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [47181] N    N    N    N    N    N    N    N    Y    Y    N    N    Y    N   
## [47195] N    N    N    N    N    N    Y    <NA> N    N    N    N    N    Y   
## [47209] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47223] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [47237] N    N    N    Y    N    N    N    N    N    <NA> N    N    N    N   
## [47251] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47265] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [47279] N    N    N    Y    N    Y    N    <NA> N    N    N    <NA> Y    N   
## [47293] <NA> N    N    N    N    N    N    Y    N    N    N    <NA> N    N   
## [47307] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [47321] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [47335] N    N    N    Y    N    N    Y    N    Y    N    N    N    N    Y   
## [47349] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [47363] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47377] N    Y    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [47391] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [47405] N    N    N    N    N    N    Y    Y    N    N    <NA> N    N    Y   
## [47419] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [47433] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [47447] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [47461] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47475] N    Y    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [47489] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [47503] N    <NA> N    N    N    N    Y    N    N    N    N    N    N    N   
## [47517] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [47531] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47545] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [47559] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [47573] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47587] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [47601] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [47615] Y    N    N    N    N    N    N    N    N    <NA> N    N    <NA> N   
## [47629] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [47643] N    N    N    N    N    N    Y    N    N    N    N    Y    N    <NA>
## [47657] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47671] Y    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [47685] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47699] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47713] <NA> Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [47727] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [47741] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47755] N    N    N    N    N    N    N    N    N    <NA> N    N    Y    N   
## [47769] N    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [47783] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47797] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [47811] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [47825] N    N    N    Y    N    N    N    N    N    Y    N    <NA> N    N   
## [47839] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [47853] N    N    Y    N    N    N    <NA> N    N    N    N    N    N    N   
## [47867] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [47881] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47895] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [47909] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47923] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47937] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [47951] N    Y    Y    N    N    N    N    N    N    N    N    Y    N    Y   
## [47965] N    N    <NA> Y    N    N    N    N    N    N    N    N    N    N   
## [47979] N    N    N    Y    N    N    N    N    Y    N    N    N    N    N   
## [47993] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [48007] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [48021] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [48035] N    N    N    N    Y    N    <NA> N    Y    N    N    N    N    N   
## [48049] N    N    N    N    N    N    N    N    N    N    Y    Y    <NA> N   
## [48063] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [48077] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48091] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [48105] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [48119] N    Y    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [48133] N    N    N    Y    N    <NA> N    N    N    N    N    N    N    N   
## [48147] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48161] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [48175] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [48189] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [48203] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [48217] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48231] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [48245] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48259] N    N    N    Y    N    N    N    N    <NA> N    N    Y    Y    N   
## [48273] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48287] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [48301] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48315] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [48329] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48343] N    N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [48357] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [48371] <NA> N    N    N    N    N    <NA> N    N    N    Y    N    N    Y   
## [48385] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [48399] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [48413] N    N    N    Y    N    N    N    N    N    Y    N    N    Y    N   
## [48427] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [48441] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48455] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48469] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [48483] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [48497] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [48511] N    Y    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [48525] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [48539] N    N    Y    N    N    Y    Y    Y    N    Y    N    N    N    N   
## [48553] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48567] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48581] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [48595] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48609] <NA> N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [48623] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [48637] N    N    Y    Y    N    N    N    N    N    N    Y    N    N    N   
## [48651] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48665] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [48679] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [48693] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [48707] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [48721] Y    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [48735] N    N    Y    N    N    N    N    Y    N    N    Y    N    N    Y   
## [48749] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48763] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48777] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [48791] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [48805] Y    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [48819] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [48833] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [48847] N    N    N    N    N    N    N    Y    Y    Y    N    N    Y    N   
## [48861] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [48875] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48889] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [48903] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [48917] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48931] N    N    N    N    N    N    N    N    Y    N    <NA> N    N    N   
## [48945] <NA> N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [48959] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [48973] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [48987] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [49001] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [49015] N    N    N    N    N    N    N    N    <NA> Y    N    N    N    Y   
## [49029] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [49043] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [49057] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [49071] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49085] N    N    N    N    Y    N    N    <NA> N    N    <NA> N    N    N   
## [49099] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49113] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49127] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [49141] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49155] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [49169] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49183] N    N    N    Y    N    N    N    Y    Y    N    N    Y    N    N   
## [49197] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [49211] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [49225] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [49239] <NA> <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [49253] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [49267] N    N    Y    N    N    N    Y    N    N    N    N    Y    N    N   
## [49281] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [49295] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [49309] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [49323] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [49337] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [49351] N    N    Y    N    <NA> N    N    N    N    N    N    N    N    N   
## [49365] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49379] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49393] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [49407] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [49421] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [49435] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [49449] Y    N    N    N    <NA> N    N    N    N    N    N    Y    Y    N   
## [49463] Y    N    N    N    N    Y    N    Y    N    Y    N    N    N    N   
## [49477] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [49491] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [49505] N    Y    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [49519] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49533] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [49547] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [49561] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [49575] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [49589] N    N    N    Y    N    Y    <NA> N    N    N    N    N    N    N   
## [49603] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49617] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49631] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [49645] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49659] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [49673] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [49687] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [49701] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [49715] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49729] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49743] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49757] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [49771] N    N    N    N    N    <NA> N    Y    N    N    N    N    N    N   
## [49785] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [49799] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [49813] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [49827] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49841] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49855] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [49869] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [49883] Y    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [49897] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [49911] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [49925] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [49939] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [49953] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [49967] N    N    N    N    N    N    N    Y    N    N    N    <NA> N    N   
## [49981] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [49995] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [50009] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50023] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50037] N    N    N    N    N    N    N    N    N    N    <NA> Y    N    N   
## [50051] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [50065] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [50079] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50093] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [50107] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [50121] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [50135] N    N    N    N    <NA> N    N    Y    N    N    N    N    <NA> N   
## [50149] Y    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [50163] N    N    N    N    N    Y    N    <NA> Y    N    N    N    N    N   
## [50177] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [50191] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [50205] N    Y    Y    N    N    N    N    N    N    N    N    <NA> N    N   
## [50219] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [50233] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50247] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50261] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50275] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [50289] N    N    N    N    N    <NA> N    N    N    N    N    Y    N    Y   
## [50303] <NA> N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [50317] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [50331] N    N    Y    N    Y    Y    N    N    N    N    N    N    N    N   
## [50345] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [50359] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [50373] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50387] Y    Y    <NA> Y    <NA> N    N    Y    N    N    N    N    Y    N   
## [50401] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [50415] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50429] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50443] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [50457] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50471] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [50485] N    <NA> N    N    N    N    N    N    N    N    N    N    Y    N   
## [50499] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [50513] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [50527] N    N    Y    N    N    N    N    N    <NA> N    N    N    N    N   
## [50541] N    Y    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [50555] N    Y    N    N    N    N    <NA> N    N    N    N    N    N    Y   
## [50569] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50583] N    <NA> <NA> N    N    N    N    Y    Y    N    N    N    N    N   
## [50597] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [50611] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50625] N    N    N    N    Y    N    N    N    N    N    Y    N    Y    N   
## [50639] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [50653] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [50667] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [50681] N    N    <NA> N    N    N    Y    N    N    N    N    N    N    N   
## [50695] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [50709] N    Y    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [50723] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [50737] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50751] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [50765] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [50779] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [50793] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [50807] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50821] N    Y    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [50835] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [50849] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [50863] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [50877] N    N    N    <NA> N    N    N    N    N    N    N    N    N    Y   
## [50891] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50905] N    Y    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [50919] Y    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [50933] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [50947] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [50961] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [50975] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [50989] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [51003] Y    N    N    N    N    N    <NA> N    N    N    N    N    Y    N   
## [51017] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [51031] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [51045] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51059] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [51073] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [51087] N    Y    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [51101] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [51115] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51129] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [51143] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51157] N    N    N    N    N    N    N    N    N    Y    Y    N    N    Y   
## [51171] N    N    Y    <NA> N    N    Y    N    N    Y    N    N    N    N   
## [51185] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [51199] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [51213] N    N    N    Y    Y    Y    N    N    N    N    N    N    N    N   
## [51227] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [51241] N    Y    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [51255] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51269] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [51283] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [51297] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [51311] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [51325] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [51339] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51353] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [51367] N    <NA> N    N    N    N    Y    N    N    N    N    N    N    N   
## [51381] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51395] N    Y    <NA> N    Y    N    N    N    <NA> N    N    N    N    N   
## [51409] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [51423] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51437] N    N    N    N    N    N    N    <NA> N    <NA> N    N    Y    N   
## [51451] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [51465] N    N    N    N    N    N    N    Y    N    N    Y    Y    N    N   
## [51479] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [51493] N    N    N    N    <NA> N    N    N    N    N    Y    Y    N    N   
## [51507] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [51521] N    Y    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [51535] N    N    N    N    <NA> N    Y    Y    N    N    N    N    N    N   
## [51549] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [51563] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [51577] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [51591] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [51605] N    <NA> N    <NA> N    N    N    N    N    N    N    N    N    N   
## [51619] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51633] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51647] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [51661] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51675] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [51689] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51703] <NA> N    N    N    N    N    <NA> N    N    N    Y    N    N    N   
## [51717] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [51731] N    N    N    N    Y    N    N    N    N    N    Y    Y    N    N   
## [51745] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51759] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [51773] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51787] N    N    N    N    N    N    Y    <NA> N    N    N    Y    N    N   
## [51801] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [51815] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [51829] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51843] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [51857] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [51871] N    N    Y    N    N    N    N    N    N    N    N    N    <NA> N   
## [51885] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [51899] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51913] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [51927] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [51941] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [51955] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [51969] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [51983] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [51997] N    N    N    N    N    N    N    N    N    N    Y    Y    Y    N   
## [52011] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [52025] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [52039] N    N    N    Y    N    N    N    N    N    N    N    <NA> N    N   
## [52053] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [52067] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [52081] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [52095] N    N    N    N    N    N    N    N    N    N    <NA> Y    N    N   
## [52109] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [52123] N    N    N    N    N    N    N    <NA> N    N    N    Y    N    N   
## [52137] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [52151] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [52165] N    Y    N    N    N    Y    Y    Y    N    N    N    N    N    N   
## [52179] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [52193] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52207] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [52221] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [52235] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52249] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [52263] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [52277] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [52291] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [52305] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [52319] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [52333] N    N    N    <NA> N    Y    N    Y    N    N    <NA> N    N    N   
## [52347] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [52361] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [52375] N    N    N    N    Y    Y    N    N    N    N    N    N    N    Y   
## [52389] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [52403] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52417] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52431] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [52445] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [52459] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52473] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52487] N    N    N    N    N    N    N    Y    N    <NA> N    N    N    N   
## [52501] N    N    N    N    Y    N    N    <NA> N    N    N    N    N    N   
## [52515] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [52529] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52543] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52557] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [52571] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52585] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52599] N    N    N    N    N    N    N    Y    N    N    Y    <NA> N    Y   
## [52613] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [52627] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [52641] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [52655] N    N    N    N    N    <NA> N    N    N    N    N    N    N    Y   
## [52669] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52683] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [52697] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52711] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [52725] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52739] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52753] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [52767] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [52781] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [52795] <NA> N    N    Y    N    N    N    N    Y    N    N    N    N    Y   
## [52809] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [52823] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52837] N    N    N    N    N    N    N    <NA> Y    N    N    Y    N    N   
## [52851] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52865] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [52879] N    N    N    <NA> N    N    N    N    N    N    N    N    N    <NA>
## [52893] <NA> N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [52907] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [52921] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52935] N    N    N    Y    N    N    N    Y    N    Y    N    <NA> N    N   
## [52949] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [52963] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [52977] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [52991] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53005] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [53019] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [53033] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53047] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [53061] N    Y    N    N    N    Y    N    N    N    <NA> N    N    N    N   
## [53075] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [53089] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53103] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53117] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53131] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [53145] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [53159] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53173] N    N    N    N    N    N    Y    Y    N    N    N    N    <NA> N   
## [53187] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [53201] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [53215] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [53229] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [53243] N    Y    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [53257] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53271] N    N    N    N    Y    N    Y    N    N    N    Y    N    N    <NA>
## [53285] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [53299] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [53313] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53327] Y    Y    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [53341] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [53355] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [53369] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [53383] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53397] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [53411] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53425] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [53439] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [53453] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53467] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53481] N    N    Y    Y    N    N    N    N    N    N    N    N    <NA> N   
## [53495] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [53509] N    N    N    N    N    N    N    N    Y    N    <NA> N    N    N   
## [53523] Y    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [53537] N    Y    N    N    N    Y    N    N    N    Y    Y    N    N    N   
## [53551] N    N    N    N    Y    N    N    N    N    N    N    <NA> N    N   
## [53565] Y    N    N    N    N    N    <NA> N    N    Y    N    N    N    N   
## [53579] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [53593] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [53607] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [53621] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [53635] N    N    Y    N    N    N    N    N    <NA> N    N    N    N    N   
## [53649] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [53663] N    N    N    N    Y    N    N    N    <NA> <NA> <NA> N    N    N   
## [53677] N    N    N    N    N    N    N    Y    N    Y    N    N    N    Y   
## [53691] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53705] N    N    N    N    N    N    Y    N    N    N    N    Y    <NA> N   
## [53719] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [53733] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [53747] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [53761] N    N    N    N    N    N    <NA> N    N    N    N    Y    N    N   
## [53775] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53789] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53803] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53817] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [53831] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53845] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [53859] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53873] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53887] N    N    N    Y    Y    N    N    N    N    Y    N    Y    N    N   
## [53901] N    Y    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [53915] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [53929] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [53943] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [53957] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [53971] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [53985] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [53999] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54013] <NA> N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [54027] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54041] N    N    N    N    N    Y    N    N    N    N    Y    N    N    Y   
## [54055] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [54069] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54083] N    N    <NA> N    N    N    Y    N    N    N    N    N    N    N   
## [54097] Y    N    Y    N    N    N    N    N    N    N    N    Y    Y    N   
## [54111] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [54125] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [54139] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [54153] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [54167] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [54181] N    N    N    N    Y    Y    N    N    N    <NA> N    N    N    N   
## [54195] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54209] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54223] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [54237] N    N    N    N    N    Y    N    Y    N    Y    N    N    <NA> N   
## [54251] N    Y    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [54265] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [54279] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [54293] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [54307] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [54321] N    N    N    N    N    N    <NA> N    N    N    N    Y    N    N   
## [54335] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [54349] Y    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [54363] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [54377] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54391] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [54405] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54419] N    N    N    N    N    Y    N    N    N    N    N    <NA> N    N   
## [54433] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54447] N    N    N    N    N    N    N    N    <NA> N    Y    N    N    N   
## [54461] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [54475] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [54489] N    N    N    N    N    Y    N    Y    N    Y    N    N    Y    N   
## [54503] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [54517] N    N    N    N    N    Y    Y    N    N    Y    N    N    N    N   
## [54531] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [54545] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [54559] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54573] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [54587] N    N    N    N    Y    N    N    Y    Y    N    N    <NA> Y    N   
## [54601] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54615] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [54629] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54643] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54657] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [54671] N    N    N    Y    N    N    N    <NA> N    N    N    N    N    N   
## [54685] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [54699] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54713] N    Y    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [54727] N    N    Y    N    N    Y    N    N    N    Y    N    N    N    N   
## [54741] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [54755] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [54769] N    N    N    N    N    N    N    Y    N    N    N    N    <NA> N   
## [54783] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [54797] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [54811] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [54825] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [54839] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54853] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [54867] N    N    N    Y    N    N    N    N    N    N    <NA> N    N    N   
## [54881] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [54895] N    N    N    N    N    N    N    N    N    <NA> Y    N    N    N   
## [54909] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [54923] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54937] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [54951] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [54965] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [54979] N    N    N    N    N    N    N    Y    N    Y    Y    N    Y    N   
## [54993] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55007] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55021] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [55035] N    N    N    N    N    Y    N    N    N    N    Y    Y    N    N   
## [55049] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [55063] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55077] N    N    N    N    N    N    N    N    N    Y    N    N    N    <NA>
## [55091] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [55105] N    N    N    N    N    Y    N    N    Y    Y    N    N    N    N   
## [55119] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [55133] N    N    <NA> N    N    N    N    Y    N    N    N    N    N    N   
## [55147] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55175] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [55189] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55203] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [55217] N    N    <NA> N    <NA> N    Y    N    N    N    N    N    N    N   
## [55231] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [55245] N    N    N    N    N    N    N    N    N    Y    N    N    Y    Y   
## [55259] N    N    N    Y    N    N    N    N    N    N    N    N    N    <NA>
## [55273] N    Y    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [55287] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [55301] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [55315] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55329] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55343] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [55357] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [55371] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55385] N    <NA> N    N    N    Y    N    N    N    N    <NA> N    N    N   
## [55399] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [55413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55427] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [55441] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [55455] N    <NA> N    N    N    N    N    N    N    N    N    N    N    <NA>
## [55469] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55483] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55497] N    N    N    N    N    N    N    <NA> N    N    N    Y    N    N   
## [55511] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [55525] N    N    N    N    Y    N    N    <NA> N    N    N    N    N    N   
## [55539] Y    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [55553] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [55567] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [55581] Y    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [55595] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55609] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [55623] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [55637] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55651] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55665] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [55679] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [55693] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [55707] N    N    N    N    N    N    Y    N    N    Y    N    N    N    Y   
## [55721] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [55735] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [55749] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [55763] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55777] N    N    Y    N    N    N    N    N    Y    N    Y    N    N    Y   
## [55791] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [55805] N    N    N    N    N    Y    N    Y    N    N    <NA> N    N    N   
## [55819] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55833] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [55847] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55861] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [55875] N    N    Y    N    N    Y    N    <NA> N    N    N    N    N    N   
## [55889] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [55903] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55917] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55931] N    Y    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [55945] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55959] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [55973] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [55987] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [56001] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [56015] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [56029] N    N    N    N    N    N    N    Y    <NA> N    N    N    N    N   
## [56043] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56057] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [56071] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56085] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [56099] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [56113] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56127] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56141] N    <NA> N    N    N    N    N    N    N    N    N    N    Y    N   
## [56155] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [56169] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [56183] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56197] N    N    N    N    N    N    N    N    N    <NA> N    Y    N    N   
## [56211] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [56225] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56239] N    N    N    N    Y    Y    N    N    N    N    N    N    N    <NA>
## [56253] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [56267] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56281] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56295] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [56309] N    Y    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [56323] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [56337] N    <NA> N    N    N    N    N    N    Y    Y    N    N    N    N   
## [56351] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [56365] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56379] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56393] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56407] N    N    Y    <NA> N    N    N    N    N    N    N    N    N    Y   
## [56421] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56435] N    N    <NA> N    N    N    N    N    N    Y    N    N    N    N   
## [56449] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [56463] N    N    N    N    N    N    N    N    N    N    N    N    Y    <NA>
## [56477] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [56491] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [56505] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [56519] N    N    Y    N    N    Y    N    N    Y    N    N    N    N    N   
## [56533] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56547] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [56561] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [56575] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [56589] N    N    N    N    Y    N    N    N    N    N    N    N    <NA> N   
## [56603] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56617] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [56631] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56645] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [56659] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56673] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [56687] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [56701] Y    N    N    N    N    N    N    <NA> N    N    Y    N    N    N   
## [56715] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56729] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [56743] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [56757] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [56771] N    Y    N    N    Y    N    Y    N    N    N    N    Y    N    N   
## [56785] N    N    N    Y    Y    N    N    N    N    Y    N    N    N    N   
## [56799] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [56813] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56827] N    N    N    N    N    N    N    N    Y    N    N    <NA> N    N   
## [56841] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [56855] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56869] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56883] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56897] Y    Y    N    Y    N    N    N    N    N    N    N    N    Y    Y   
## [56911] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56925] N    N    N    N    N    N    <NA> N    N    N    N    N    N    Y   
## [56939] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56953] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [56967] N    N    N    N    Y    N    Y    N    Y    N    N    N    N    N   
## [56981] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [56995] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [57009] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [57023] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57037] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [57051] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57065] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57079] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [57093] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [57107] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [57121] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57135] N    N    Y    Y    N    N    Y    N    N    Y    N    N    Y    N   
## [57149] N    Y    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [57163] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [57177] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57191] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [57205] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [57219] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [57233] <NA> N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [57247] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [57261] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [57275] <NA> N    N    Y    Y    Y    Y    N    N    N    N    N    <NA> N   
## [57289] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57303] N    <NA> N    N    N    Y    N    N    N    N    Y    N    N    N   
## [57317] N    N    N    N    N    N    Y    N    N    N    N    Y    N    Y   
## [57331] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [57345] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [57359] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57373] N    N    N    Y    N    N    N    <NA> N    N    N    N    N    N   
## [57387] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [57401] N    N    Y    N    N    N    N    N    N    <NA> N    Y    N    N   
## [57415] N    N    N    N    Y    N    Y    N    Y    N    N    N    N    N   
## [57429] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [57443] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [57457] N    N    N    N    N    Y    <NA> N    N    N    N    N    N    N   
## [57471] Y    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [57485] N    N    N    N    N    N    Y    N    N    N    <NA> N    Y    N   
## [57499] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [57513] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [57527] N    N    <NA> Y    <NA> Y    N    N    N    Y    N    N    N    N   
## [57541] N    Y    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [57555] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [57569] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [57583] N    N    N    N    N    N    <NA> N    N    N    N    Y    N    <NA>
## [57597] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57611] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [57625] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57639] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [57653] N    N    N    <NA> Y    Y    N    N    N    N    Y    Y    N    N   
## [57667] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57681] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [57695] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [57709] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57723] N    N    Y    N    Y    N    N    N    N    N    Y    N    N    N   
## [57737] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57751] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57765] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57779] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57793] <NA> N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [57807] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57821] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57835] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57849] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [57863] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [57877] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [57891] N    N    N    N    Y    N    Y    N    N    N    N    Y    N    N   
## [57905] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [57919] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [57933] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [57947] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [57961] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [57975] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [57989] N    N    N    <NA> N    Y    Y    N    N    N    N    N    N    N   
## [58003] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58017] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [58031] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58045] N    Y    N    N    Y    Y    N    N    N    N    N    N    Y    N   
## [58059] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58073] N    N    N    Y    N    N    N    N    N    N    N    N    N    <NA>
## [58087] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [58101] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [58115] N    N    N    Y    N    N    N    N    N    <NA> N    N    N    N   
## [58129] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58143] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58157] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58171] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58185] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [58199] N    Y    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [58213] N    N    N    N    N    N    N    Y    Y    N    N    Y    N    Y   
## [58227] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [58241] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58255] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [58269] N    <NA> N    N    N    N    Y    N    N    N    N    N    N    N   
## [58283] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58297] N    Y    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [58311] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58325] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [58339] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [58353] <NA> N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [58367] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [58381] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [58395] N    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [58409] N    N    N    N    N    <NA> N    N    N    Y    N    N    N    N   
## [58423] N    N    N    N    N    Y    N    N    N    N    N    <NA> N    N   
## [58437] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58451] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58465] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [58479] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [58493] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58507] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58521] N    N    N    N    N    N    N    N    N    N    Y    <NA> Y    N   
## [58535] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58549] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [58563] N    N    N    Y    N    Y    Y    N    N    N    N    N    N    Y   
## [58577] Y    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [58591] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [58605] N    N    N    <NA> N    N    N    N    N    <NA> N    N    Y    N   
## [58619] N    Y    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [58633] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    N   
## [58647] N    N    N    N    Y    N    N    Y    N    N    N    Y    N    N   
## [58661] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [58675] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [58689] N    N    Y    N    N    N    Y    N    N    N    N    N    N    Y   
## [58703] N    N    N    N    N    N    <NA> N    N    <NA> N    N    N    N   
## [58717] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [58731] N    <NA> N    N    N    N    N    Y    Y    N    N    N    N    N   
## [58745] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58759] N    N    N    N    N    N    Y    Y    N    Y    N    N    N    N   
## [58773] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [58787] N    <NA> N    N    N    N    N    Y    N    <NA> N    N    N    N   
## [58801] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [58815] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [58829] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [58843] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [58857] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [58871] N    N    N    <NA> N    N    N    N    N    N    Y    N    N    N   
## [58885] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58899] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [58913] Y    N    N    N    N    N    N    N    <NA> N    N    N    N    <NA>
## [58927] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [58941] N    N    N    Y    N    N    N    N    N    N    N    N    Y    Y   
## [58955] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [58969] N    N    N    N    N    N    Y    N    N    N    N    N    <NA> N   
## [58983] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [58997] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59011] N    N    N    Y    N    N    N    N    Y    N    N    N    Y    N   
## [59025] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59039] N    Y    Y    N    N    <NA> N    N    N    N    N    N    N    N   
## [59053] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [59067] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59081] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    N   
## [59095] N    N    N    N    N    N    N    N    N    N    Y    N    N    <NA>
## [59109] N    N    Y    N    Y    N    N    N    N    N    N    N    N    Y   
## [59123] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [59137] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [59151] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [59165] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [59179] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [59193] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [59207] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [59221] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [59235] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59249] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59263] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [59277] N    N    Y    Y    N    N    N    N    N    N    N    N    Y    N   
## [59291] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [59305] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [59319] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [59333] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
## [59347] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59361] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [59375] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59389] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [59403] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59417] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59431] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [59445] N    N    Y    Y    N    N    N    N    N    N    N    Y    N    N   
## [59459] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [59473] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59487] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [59501] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59515] N    N    N    N    N    N    N    N    Y    N    N    <NA> N    N   
## [59529] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [59543] N    N    N    N    N    N    N    N    N    N    <NA> Y    N    N   
## [59557] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59571] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [59585] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59599] N    N    Y    N    Y    N    N    N    N    N    N    N    Y    N   
## [59613] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59627] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59641] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [59655] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59669] Y    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [59683] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59697] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59711] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59725] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59739] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [59753] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59767] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [59781] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [59795] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59809] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59823] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [59837] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [59851] N    N    N         N    N    N    N    N    N    N    N    N    N   
## [59865] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59879] N    N    N    N    Y    N    N    N    N    <NA> <NA> N    N    N   
## [59893] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [59907] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [59921] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [59935] N    N    N    N    N    N    Y    Y    N    N    N    N    <NA> N   
## [59949] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59963] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [59977] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [59991] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [60005] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60019] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60033] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [60047] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60061] N    N    N    Y    N    Y    N    N    N    N    Y    N    N    N   
## [60075] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [60089] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [60103] Y    Y    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [60117] N    N    N    N    Y    N    N    N    N    Y    N    N    <NA> N   
## [60131] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [60145] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [60159] N    N    Y    Y    N    N    N    N    N    Y    N    N    N    N   
## [60173] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [60187] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [60201] N    N    N    N    N    N    Y    N    N    N    <NA> N    N    N   
## [60215] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [60229] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [60243] N    <NA> N    N    N    N    N    N    N    <NA> N    N    N    N   
## [60257] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [60271] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60285] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60299] N    N    N    Y    Y    N    N    N    N    Y    N    N    Y    N   
## [60313] Y    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [60327] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60341] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [60355] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [60369] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60383] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [60397] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [60411] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [60425] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [60439] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [60453] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [60467] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [60481] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [60495] N    N    N    N    Y    N    N    <NA> N    N    N    N    N    N   
## [60509] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [60523] N    N    Y    N    N    N    N    N    <NA> N    N    N    N    N   
## [60537] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60551] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [60565] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [60579] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [60593] N    N    N    N    N    N    N    N    N    <NA> N    N    N    Y   
## [60607] N    N    N    N    N    N    N    N    Y    N    N    <NA> N    N   
## [60621] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [60635] N    N    Y    N    N    N    N    N    N    N    <NA> N    Y    N   
## [60649] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60663] N    N    N    N    N    N    N    Y    N    N    N    N    N    <NA>
## [60677] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [60691] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [60705] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [60719] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60733] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60747] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [60761] N    N    Y    N    N    N    N    N    N    N    N    Y    N    <NA>
## [60775] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [60789] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60803] <NA> Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [60817] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60831] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60845] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [60859] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [60873] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [60887] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [60901] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60915] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [60929] N    N    N    <NA> N    Y    N    N    N    Y    N    N    <NA> N   
## [60943] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60957] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60971] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [60985] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [60999] N    Y    N    N    N    N    <NA> Y    N    N    N    N    Y    N   
## [61013] Y    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [61027] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61041] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61055] N    N    N    N    N    N    <NA> N    N    N    N    N    N    Y   
## [61069] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61083] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [61097] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [61111] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61125] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61139] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61153] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [61167] Y    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [61181] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [61195] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61209] N    Y    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [61223] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61237] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [61251] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61265] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [61279] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [61293] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [61307] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [61321] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61335] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61349] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [61363] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [61377] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [61391] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [61405] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [61419] N    N    N    N    N    N    N    Y    N    N    N    <NA> N    N   
## [61433] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [61447] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [61461] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [61475] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61489] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61503] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [61517] N    N    N    N    N    N    N    N    Y    N    N    <NA> N    N   
## [61531] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61545] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61559] N    N    N    N    N    N    Y    N    N    N    N    N    N    <NA>
## [61573] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [61587] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [61601] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [61615] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [61629] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [61643] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61657] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [61671] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61685] N    N    N    Y    Y    N    N    N    N    N    Y    N    N    <NA>
## [61699] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [61713] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [61727] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [61741] N    N    N    Y    N    N    Y    N    <NA> N    N    N    Y    N   
## [61755] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [61769] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61783] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61797] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [61811] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61825] N    Y    N    <NA> N    N    <NA> N    N    N    N    Y    N    N   
## [61839] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61853] N    N    N    N    N    N    Y    N    N    Y    N    N    Y    N   
## [61867] N    N    N    N    N    N    Y    N    N    N    <NA> Y    N    N   
## [61881] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [61895] N    N    N    Y    Y    N    N    N    N    Y    N    N    N    N   
## [61909] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [61923] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [61937] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [61951] N    N    N    N    Y    N    <NA> N    N    N    N    N    N    N   
## [61965] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [61979] N    N    N    Y    N    N    N    N    N    N    <NA> N    N    N   
## [61993] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62007] N    Y    N    <NA> N    N    N    N    N    N    N    Y    N    N   
## [62021] N    Y    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [62035] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62049] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [62063] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [62077] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62091] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62105] N    <NA> N    N    N    N    Y    N    N    N    Y    N    N    N   
## [62119] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62133] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62147] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [62161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62175] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62189] N    Y    N    N    N    N    N    N    N    Y    Y    Y    N    N   
## [62203] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [62217] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [62231] N    N    N    N    Y    Y    N    N    N    N    N    Y    N    N   
## [62245] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [62259] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [62273] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [62287] Y    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [62301] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62315] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [62329] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [62343] N    <NA> N    N    N    N    N    <NA> N    N    Y    N    N    N   
## [62357] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62371] N    Y    N    Y    N    N    Y    N    N    N    N    N    N    Y   
## [62385] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [62399] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [62413] N    <NA> N    Y    Y    N    Y    N    N    N    N    N    N    N   
## [62427] N    N    N    Y    N    N    N    N    N    N    Y    N    N    Y   
## [62441] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [62455] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [62469] N    N    <NA> N    N    N    Y    N    N    N    N    N    N    N   
## [62483] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [62497] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [62511] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [62525] N    Y    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [62539] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [62553] N    N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [62567] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [62581] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [62595] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [62609] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [62623] N    N    N    N    N    N    Y    Y    N    N    N    Y    N    N   
## [62637] N    N    Y    N    N    N    N    N    N    Y    <NA> N    N    N   
## [62651] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62665] N    <NA> N    N    Y    N    N    N    N    N    N    N    Y    N   
## [62679] Y    N    N    N    <NA> N    N    N    N    N    N    N    N    <NA>
## [62693] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62707] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62721] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62735] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [62749] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [62763] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [62777] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [62791] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62805] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62819] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [62833] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [62847] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [62861] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [62875] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [62889] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62903] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [62917] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [62931] N    N    N    N    N    N    N    N    N    N    Y    N    N    <NA>
## [62945] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [62959] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [62973] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [62987] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [63001] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63015] N    N    N    Y    <NA> N    N    N    N    N    N    N    Y    Y   
## [63029] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [63043] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63057] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [63071] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [63085] N    Y    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [63099] N    N    N    N    N    N    <NA> <NA> N    N    N    N    N    N   
## [63113] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63127] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [63141] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [63155] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63169] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [63183] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [63197] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [63211] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [63225] Y    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [63239] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [63253] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [63267] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [63281] N    Y    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [63295] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63309] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [63323] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63337] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [63351] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63365] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [63379] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [63393] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [63407] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63421] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [63435] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [63449] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [63463] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [63477] N    N    N    N    N    <NA> N    N    Y    N    N    N    N    N   
## [63491] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [63505] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [63519] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [63533] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [63547] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [63561] N    N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [63575] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [63589] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63603] Y    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [63617] N    Y    N    N    N    N    N    N    N    N    N    <NA> Y    N   
## [63631] N    N    N    N    N    N    Y    N    Y    N    Y    N    N    N   
## [63645] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [63659] N    N    Y    N    N    N    N    N    <NA> N    <NA> Y    N    N   
## [63673] N    Y    N    N    N    Y    Y    N    N    N    N    Y    N    N   
## [63687] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63701] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [63715] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63729] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [63743] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [63757] N    N    N    N    Y    Y    N    N    N    Y    N    N    N    N   
## [63771] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [63785] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63799] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [63813] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63827] N    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [63841] N    N    N    N    N    Y    N    N    Y    N    N    N    Y    N   
## [63855] N    Y    N    Y    N    N    N    N    <NA> Y    N    N    N    N   
## [63869] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63883] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [63897] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [63911] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [63925] Y    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [63939] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [63953] N    N    N    N    N    Y    N    N    Y    Y    N    Y    N    N   
## [63967] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [63981] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [63995] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [64009] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [64023] <NA> N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [64037] Y    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [64051] N    N    N    N    N    N    Y    N    N    N    <NA> N    N    N   
## [64065] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64079] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [64093] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [64107] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64121] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [64135] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [64149] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [64163] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [64177] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [64191] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [64205] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [64219] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64233] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64247] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [64261] Y    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [64275] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64289] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [64303] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64317] N    N    N    N    N    <NA> N    N    Y    N    N    N    N    N   
## [64331] Y    N    N    N    N    N    Y    N    N    N    <NA> N    N    N   
## [64345] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [64359] N    N    N    N    N    N    N    N    N    Y    N    N    <NA> N   
## [64373] N    N    N    N    N    N    <NA> N    N    N    N    Y    N    N   
## [64387] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [64401] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64415] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [64429] N    N    N    N    N    N    N    N    <NA> Y    N    N    N    N   
## [64443] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64457] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [64471] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64485] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [64499] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [64513] N    N    Y    Y    N    Y    N    N    N    N    N    N    N    Y   
## [64527] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64541] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [64555] N    N    N    N    N    N    N    N    <NA> N    N    N    N    <NA>
## [64569] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64583] N    N    N    N    N    N    N    N    N    N    N    N    <NA> <NA>
## [64597] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64611] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [64625] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [64639] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [64653] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64667] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [64681] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [64695] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64709] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64723] N    <NA> N    N    N    N    N    Y    N    N    N    N    N    N   
## [64737] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64751] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [64765] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [64779] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [64793] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [64807] Y    <NA> N    N    N    N    Y    N    N    N    N    N    N    N   
## [64821] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [64835] Y    N    N    N    N    N    N    <NA> <NA> N    N    N    N    N   
## [64849] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64863] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64877] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64891] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [64905] N    N    N    N    N    N    <NA> N    N    N    Y    N    N    Y   
## [64919] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [64933] N    Y    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [64947] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [64961] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [64975] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [64989] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [65003] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [65017] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65031] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65045] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65059] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65073] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [65087] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [65101] N    N    N    N    N    N    N    N    N    Y    Y    N    Y    N   
## [65115] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65129] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [65143] <NA> N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [65157] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65171] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65185] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [65199] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [65213] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65227] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65241] N    N    N    N    N    N    N    Y    Y    N    Y    Y    N    N   
## [65255] N    N    N    N    N    N    N    N    Y    N    Y    N    N    Y   
## [65269] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [65283] N    N    Y    Y    N    Y    N    N    N    N    N    <NA> N    N   
## [65297] N    Y    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [65311] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [65325] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [65339] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [65353] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [65367] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65381] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [65395] N    Y    N    N    N    <NA> Y    Y    N    N    N    N    N    Y   
## [65409] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [65423] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65437] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [65451] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [65465] N    N    N    N    N    N    N    N    N    N    Y    N    Y    <NA>
## [65479] N    N    N    N    N    N    <NA> N    Y    N    N    N    N    N   
## [65493] N    N    N    N    Y    Y    N    N    N    N    N    N    <NA> N   
## [65507] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [65521] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [65535] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [65549] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [65563] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [65577] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [65591] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [65605] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65619] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65633] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65647] N    N    N    N    N    N    N    N    Y    N    <NA> N    N    N   
## [65661] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [65675] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [65689] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [65703] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [65717] N    N    Y    N    N    Y    Y    N    N    N         N    N    N   
## [65731] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [65745] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [65759] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65773] N    N    N    Y    N    N    N    N    N    Y    N    Y    N    N   
## [65787] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [65801] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [65815] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [65829] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [65843] N    N    N    Y    N    N    N    N    Y    N    N    N    N    N   
## [65857] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65871] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [65885] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [65899] N    N    N    Y    N    N    N    <NA> N    N    N    N    N    N   
## [65913] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [65927] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65941] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [65955] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [65969] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65983] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [65997] Y    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [66011] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [66025] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66039] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [66053] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [66067] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [66081] N    N    N    N    <NA> N    N    Y    N    N    Y    N    N    N   
## [66095] Y    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [66109] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [66123] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [66137] N    Y    Y    N    N    N    N    Y    N    N    N    N    Y    N   
## [66151] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [66165] N    <NA> N    N    N    N    N    N    N    N    <NA> N    <NA> N   
## [66179] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66193] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [66207] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66221] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66235] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [66249] N    N    N    N    <NA> N    N    N    Y    N    N    N    N    <NA>
## [66263] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [66277] N    <NA> N    N    N    N    Y    N    N    N    Y    N    N    <NA>
## [66291] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [66305] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [66319] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [66333] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66347] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [66361] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [66375] N    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [66389] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [66403] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [66417] N    N    <NA> N    N    N    N    N    N    N    Y    N    N    N   
## [66431] N    N    N    N    N    N    <NA> N    N    N    N    Y    N    Y   
## [66445] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66459] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [66473] <NA> N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [66487] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [66501] N    N    <NA> N    N    N    N    N    N    N    <NA> N    N    N   
## [66515] N    N    N    <NA> N    N    N    N    N    N    <NA> N    N    N   
## [66529] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66543] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66557] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66571] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [66585] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [66599] Y    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [66613] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [66627] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66641] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [66655] <NA> N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [66669] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66683] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [66697] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66711] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66725] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [66739] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [66753] Y    N    <NA> N    N    N    N    N    N    Y    N    N    N    N   
## [66767] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [66781] Y    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [66795] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [66809] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66823] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [66837] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [66851] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [66865] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66879] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66893] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [66907] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [66921] N    N    <NA> N    N    N    N    N    N    N    N    N    N    Y   
## [66935] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [66949] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [66963] N    N    Y    N    Y    Y    N    Y    N    N    N    Y    N    N   
## [66977] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [66991] N    N    <NA> N    N    N    N    <NA> N    Y    N    Y    N    N   
## [67005] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [67019] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [67033] N    N    N    Y    N    N    N    N    Y    N    Y    N    N    Y   
## [67047] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [67061] Y    N    N    <NA> N    N    N    Y    N    N    N    N    N    N   
## [67075] N    N    N    N    N    N    Y    N    Y    <NA> N    N    N    N   
## [67089] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [67103] N    N    N    N    N    N    N    N    Y    Y    N    N    Y    N   
## [67117] N    N    <NA> N    N    N    N    N    N    N    N    <NA> N    N   
## [67131] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67145] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [67159] N    N    N    Y    N    N    N    <NA> N    N    N    N    N    N   
## [67173] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [67187] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [67201] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [67215] N    N    N    N    N    N    N    N    N    N    N    <NA> Y    N   
## [67229] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [67243] N    N    N    N    Y    <NA> N    N    N    N    N    N    N    N   
## [67257] N    N    Y    Y    N    N    N    N    N    N    Y    N    N    Y   
## [67271] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [67285] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67299] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [67313] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [67327] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67341] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67355] N    Y    N    N    Y    N    N    N    <NA> N    N    N    N    N   
## [67369] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67383] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [67397] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [67411] <NA> N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [67425] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67439] N    N    N    Y    N    N    N    N    N    N    N    <NA> N    N   
## [67453] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [67467] N    N    Y    N    N    N    N    Y    N    N    Y    N    N    N   
## [67481] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [67495] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [67509] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67523] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67537] N    N    N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [67551] N    N    N    N    N    N    Y    N    N    N    N    N    <NA> N   
## [67565] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [67579] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67593] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67607] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [67621] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67635] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [67649] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67663] N    N    N    N    <NA> N    N    N    <NA> N    N    N    N    N   
## [67677] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [67691] N    N    N    Y    N    N    N    N    N    N    N    Y    N    Y   
## [67705] N    Y    N    N    N    N    N    Y    N    Y    N    N    N    Y   
## [67719] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [67733] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67747] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [67761] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [67775] N    N    N    N    N    N    N    <NA> N    N    N    N    N    Y   
## [67789] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [67803] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
## [67817] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [67831] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67845] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67859] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [67873] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [67887] <NA> N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [67901] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [67915] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [67929] N    N    N    Y    N    N    N    N    <NA> N    N    N    Y    Y   
## [67943] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67957] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [67971] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [67985] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [67999] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [68013] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68027] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [68041] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [68055] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [68069] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [68083] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68097] N    N    N    N    N    N    Y    N    Y    Y    N    N    N    N   
## [68111] <NA> N    Y    N    <NA> Y    N    Y    N    Y    N    N    N    N   
## [68125] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [68139] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [68153] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [68167] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68181] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [68195] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [68209] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [68223] N    N    N    N    Y    N    Y    Y    N    N    N    N    N    N   
## [68237] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68251] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [68265] N    N    N    N    N    N    N    N    N    N    N    Y    N    <NA>
## [68279] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [68293] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [68307] Y    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [68321] N    Y    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [68335] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68349] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [68363] N    N    N    N    N    N    <NA> N    N    N    N    Y    N    N   
## [68377] N    Y    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [68391] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [68405] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [68419] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [68433] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [68447] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68461] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [68475] N    N    N    <NA> N    Y    N    N    N    N    N    N    N    N   
## [68489] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [68503] N    N    <NA> N    N    N    N    Y    N    Y    N    N    N    N   
## [68517] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [68531] N    N    N    N    N    <NA> N    N    N    Y    N    N    N    Y   
## [68545] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [68559] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [68573] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [68587] N    Y    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [68601] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68615] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68629] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [68643] N    <NA> N    Y    N    N    N    N    Y    N    N    N    Y    N   
## [68657] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68671] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [68685] N    N    N    N    N    <NA> N    Y    N    N    N    <NA> N    N   
## [68699] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [68713] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [68727] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [68741] N    N    Y    N    Y    N    N    N    Y    N    N    N    N    N   
## [68755] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68769] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [68783] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [68797] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [68811] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68825] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [68839] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [68853] N    N    N    N    Y    N    N    N    N    N    N         Y    <NA>
## [68867] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [68881] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [68895] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68909] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [68923] N    N    N    N    N    N    <NA> N    N    N    N    N    Y    Y   
## [68937] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68951] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [68965] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [68979] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [68993] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [69007] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [69021] N    <NA> N    Y    N    N    N    N    N    N    Y    Y    N    Y   
## [69035] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [69049] Y    N    N    <NA> N    N    N    N    N    N    N    N    Y    N   
## [69063] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69077] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69091] N    N    Y    N    N    N    N    N    N    Y    N    Y    N    N   
## [69105] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [69119] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [69133] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69147] Y    N    N    Y    N    <NA> Y    N    N    N    N    N    N    N   
## [69161] N    N    N    N    N    N    N    <NA> N    Y    N    N    N    N   
## [69175] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [69189] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [69203] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [69217] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69231] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [69245] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    N   
## [69259] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [69273] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [69287] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69301] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [69315] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [69329] N    N    N    N    N    N    N    N    <NA> N    Y    N    N    N   
## [69343] N    <NA> N    Y    N    N    N    N    N    N    N    Y    N    N   
## [69357] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69371] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [69385] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [69399] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [69413] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [69427] N    N    N    Y    N    Y    N    N    N    N    N    N    N    N   
## [69441] N    N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [69455] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [69469] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69483] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [69497] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [69511] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69525] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [69539] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69553] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [69567] N    N    N    N    N    N    Y    N    N    Y    N    Y    Y    N   
## [69581] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [69595] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [69609] N    N    N    N    Y    N    N    N    N    N    N    <NA> N    N   
## [69623] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [69637] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69651] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [69665] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [69679] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69693] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [69707] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [69721] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [69735] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69749] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69763] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [69777] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [69791] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [69805] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [69819] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [69833] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [69847] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69861] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [69875] N    N    N    N    N    N    N    N    N    N    <NA> <NA> N    N   
## [69889] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [69903] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [69917] N    N    N    <NA> N    N    N    N    N    N    N    N    N    <NA>
## [69931] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [69945] N    N    Y    N    N    N    N    Y    Y    N    N    N    N    N   
## [69959] N    N    N    Y    N    N    N    N    N    N    N    N    <NA> N   
## [69973] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [69987] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70001] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [70015] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [70029] N    N    N    <NA> N    Y    N    N    N    Y    N    Y    N    N   
## [70043] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [70057] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70071] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [70085] Y    N    N    <NA> N    N    Y    N    N    N    N    N    N    Y   
## [70099] N    N    Y    N    N    Y    N    N    N    Y    <NA> N    N    Y   
## [70113] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70127] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [70141] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [70155] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [70169] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [70183] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [70197] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [70211] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [70225] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70239] N    Y    N    <NA> N    N    N    N    Y    N    N    N    N    N   
## [70253] Y    N    N    N    N    Y    N    Y    N    N    N    N    Y    N   
## [70267] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [70281] N    N    N    Y    N    Y    N    N    N    N    N    Y    N    N   
## [70295] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [70309] N    N    Y    N    N    N    N    N    N    N    N    N    Y    Y   
## [70323] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [70337] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70351] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [70365] N    N    N    N    N    <NA> N    N    N    N    N    Y    N    Y   
## [70379] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [70393] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70407] N    N    <NA> <NA> N    N    N    N    N    N    Y    N    N    N   
## [70421] N    N    N    N    N    <NA> N    Y    N    N    N    N    N    N   
## [70435] N    N    N    N    N    Y    N    N    Y    N    N    N    <NA> N   
## [70449] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [70463] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [70477] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70491] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70505] N    N    N    N    Y    N    N    N    N    N    N    <NA> N    N   
## [70519] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [70533] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [70547] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [70561] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70575] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70589] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [70603] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [70617] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [70631] N    Y    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [70645] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [70659] N    N    N    Y    N    N    N    N    N    <NA> N    N    N    N   
## [70673] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [70687] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [70701] N    N    N    Y    N    N    N    N    N    N    N    <NA> Y    N   
## [70715] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70729] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [70743] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70757] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [70771] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [70785] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70799] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70813] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [70827] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [70841] N    N    <NA> N    N    N    Y    N    N    N    N    N    N    N   
## [70855] N    N    N    N    N    N    N    <NA> Y    N    N    N    N    Y   
## [70869] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [70883] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [70897] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [70911] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [70925] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [70939] Y    N    N    Y    N    N    N    N    N    N    N    <NA> Y    N   
## [70953] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [70967] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [70981] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [70995] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71009] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [71023] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71037] N    N    N    N    N    N    N    N         Y    N    N    N    N   
## [71051] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [71065] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71079] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [71093] N    N    N    Y    N    <NA> N    N    N    N    N    N    N    N   
## [71107] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71121] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [71135] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71149] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71163] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [71177] N    N    N    N    N    N    N    N    N    N    Y    N    <NA> N   
## [71191] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [71205] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [71219] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [71233] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [71247] N    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [71261] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71275] N    N    N    N    N    N    Y    N    Y    N    Y    N    N    N   
## [71289] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [71303] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71317] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [71331] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [71345] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [71359] N    N    Y    N    N    <NA> N    Y    N    N    N    Y    N    N   
## [71373] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [71387] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [71401] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [71415] N    N    N    N    Y    <NA> N    N    N    N    N    N    N    N   
## [71429] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71443] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71457] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [71471] N    N    Y    N    N    N    N    <NA> Y    N    N    N    N    N   
## [71485] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [71499] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71513] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71527] N    N    <NA> N    N    N    N    N    N    N    N    N    N    Y   
## [71541] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [71555] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71569] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71583] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71597] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [71611] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71625] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [71639] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [71653] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [71667] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [71681] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [71695] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [71709] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71723] N    <NA> N    N    N    N    N    N    N    N    N    N    Y    N   
## [71737] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [71751] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [71765] N    N    N    N    Y    Y    N    N    N    N    N    N    Y    N   
## [71779] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [71793] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [71807] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [71821] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [71835] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71849] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [71863] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [71877] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [71891] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [71905] N    N    N    N    N    Y    N    Y    Y    N    N    N    Y    N   
## [71919] N    N    N    N    N    N    N    N    N    Y    N    N    N    <NA>
## [71933] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [71947] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [71961] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [71975] N    N    N    N    N    N    <NA> N    N    N    N    N    <NA> N   
## [71989] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [72003] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [72017] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72031] <NA> N    N    N    N    N    <NA> N    N    N    Y    N    N    N   
## [72045] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [72059] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72073] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [72087] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [72101] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72115] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72129] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [72143] N    Y    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [72157] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [72171] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [72185] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [72199] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [72213] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72227] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [72241] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [72255] Y    N    N    N    N    N    N    N    N    Y    Y    Y    N    N   
## [72269] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [72283] N    N    N    N    N    N    N    N    N    N    Y    <NA> N    N   
## [72297] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72311] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [72325] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [72339] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [72353] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [72367] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [72381] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [72395] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [72409] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [72423] N    N    N    <NA> N    Y    N    N    N    N    Y    N    N    N   
## [72437] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [72451] N    N    N    N    N    N    N    N    N    N    N         N    N   
## [72465] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [72479] Y    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [72493] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72507] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72521] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [72535] N    N    N    <NA> Y    N    N    N    N    N    N    N    Y    N   
## [72549] Y    N    N    N    N    N    N    N    N    N    Y    <NA> N    N   
## [72563] N    Y    Y    N    Y    N    N    Y    N    N    N    N    Y    <NA>
## [72577] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [72591] <NA> N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [72605] N    N    N    N    N    N    N    N    <NA> N    Y    N    N    N   
## [72619] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [72633] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72647] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [72661] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72675] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [72689] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [72703] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72717] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [72731] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72745] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72759] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72773] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [72787] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [72801] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [72815] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72829] N    N    N    N    N    N    <NA> N    N    N    Y    N    N    N   
## [72843] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72857] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72871] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [72885] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [72899] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [72913] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [72927] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [72941] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72955] Y    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [72969] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72983] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [72997] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [73011] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73025] Y    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [73039] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73053] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [73067] N    N    <NA> N    N    N    N    N    Y    N    N    N    N    Y   
## [73081] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [73095] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73109] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73123] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73137] N    N    N    N    N    N    N    N    Y    N    <NA> N    N    N   
## [73151] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
## [73165] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [73179] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [73193] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [73207] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73221] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73235] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73249] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [73263] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [73277] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [73291] N    N    N    N    N    N    N    N    N    <NA> N    N    Y    N   
## [73305] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [73319] N    N    N    N    Y    N    N    Y    N    N    N    N    Y    N   
## [73333] N    N    N    N    N    Y    N    N    N    N    <NA> N    N    Y   
## [73347] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73361] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73375] N    N    N    N    N    N    Y    Y    N    Y    N    N    N    Y   
## [73389] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73403] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73417] N    N    Y    N    N    Y    N    N    N    N    N    Y    N    N   
## [73431] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [73445] N    N    N    <NA> N    <NA> N    N    N    N    N    N    N    N   
## [73459] N    N    <NA> N    N    N    N    N    N    N    N    Y    N    N   
## [73473] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [73487] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [73501] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [73515] N    N    N    Y    N    N    N    N    N    N    <NA> N    N    Y   
## [73529] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73543] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73557] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [73571] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73585] N    Y    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [73599] N    N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [73613] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [73627] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [73641] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73655] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [73669] N    N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [73683] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73697] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [73711] N    N    N    Y    N    <NA> N    Y    Y    N    N    N    N    N   
## [73725] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [73739] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [73753] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73767] N    N    Y    N    Y    N    <NA> N    N    N    N    N    N    N   
## [73781] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [73795] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73809] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73823] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73837] N    N    Y    N    N    N    N    Y    N    N    N    Y    N    Y   
## [73851] N    N    N    N    N    N    N    N    N    N    N    <NA> Y    N   
## [73865] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [73879] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73893] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [73907] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73921] N    N    N    Y    N    N    N    N    N    Y    N    N    N    Y   
## [73935] <NA> N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [73949] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [73963] N    N    N    N    Y    Y    N    N    N    Y    N    N    N    N   
## [73977] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [73991] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [74005] <NA> N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [74019] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [74033] N    N    N    Y    N    N    N    N    N    N    N    <NA> N    N   
## [74047] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [74061] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [74075] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74089] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [74103] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74117] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [74131] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [74145] N    N    N    Y    N    N    N    N    N    N    N    N    N    <NA>
## [74159] N    N    N    Y    Y    N    N    N    Y    N    N    N    N    N   
## [74173] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [74187] Y    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [74201] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [74215] N    N    <NA> N    N    N    N    N    N    N    N    N    N    Y   
## [74229] N    N    <NA> N    Y    N    N    N    N    N    N    N    N    N   
## [74243] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [74257] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74271] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74285] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74299] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [74313] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [74327] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74341] Y    Y    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [74355] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [74369] N    N    N    N    N    Y    Y    N    N    <NA> N    N    N    Y   
## [74383] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [74397] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [74411] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74425] N    N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [74439] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74453] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [74467] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [74481] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74495] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74509] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [74523] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74537] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74551] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74565] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [74579] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [74593] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [74607] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [74621] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [74635] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [74649] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [74663] N    N    N    Y    N    N    Y    N    N    N    N    N    N    Y   
## [74677] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74691] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [74705] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [74719] Y    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [74733] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [74747] N    N    Y    Y    N    N    N    <NA> N    N    N    N    N    N   
## [74761] N    N    Y    N    N    <NA> N    N    N    N    N    N    N    N   
## [74775] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [74789] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [74803] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [74817] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74831] N    Y    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [74845] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [74859] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74873] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74887] N    N    N    Y    Y    N    N    Y    N    N    N    N    Y    N   
## [74901] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74915] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [74929] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [74943] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [74957] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [74971] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [74985] N    N    N    N    N    N    N    N    Y    N    Y    N    N    Y   
## [74999] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [75013] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75027] N    N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [75041] N    N    N    N    Y    <NA> N    N    N    N    N    N    N    N   
## [75055] Y    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [75069] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [75083] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [75097] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [75111] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75125] N    N    Y    N    Y    N    N    N    N    N    N    <NA> N    N   
## [75139] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [75153] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75167] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [75181] N    N    Y    N    N    N    Y    N    N    Y    N    N    N    N   
## [75195] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75209] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75223] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [75237] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [75251] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75265] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [75279] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [75293] N    N    N    N    N    N    N    Y    N    <NA> N    N    N    N   
## [75307] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [75321] N    Y    N    N    N    N    N    Y    N    N    N    N    N    <NA>
## [75335] N    N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [75349] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [75363] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75377] N    N    <NA> Y    Y    N    N    N    N    N    <NA> N    N    N   
## [75391] N    N    N    N    N    N    N    N    N    N    N    <NA> <NA> Y   
## [75405] N    N    N    N    N    N    N    N    <NA> N    Y    N    N    N   
## [75419] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75433] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [75447] N    N    N    N    N    N    N    N    N    N    <NA> Y    N    Y   
## [75461] N    N    N    N    Y    N    Y    N    N    <NA> N    N    N    N   
## [75475] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75489] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [75503] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [75517] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75531] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75545] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [75559] N    N    N    N    N    N    N    N    N    <NA> N    Y    N    N   
## [75573] N    N    N    N    N    N    N    N    Y    N    N    <NA> N    N   
## [75587] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [75601] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [75615] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [75629] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [75643] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
## [75657] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75671] N    N    Y    N    N    N    N    Y    N    N    Y    N    N    N   
## [75685] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75699] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [75713] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75727] Y    N    N    <NA> N    N    N    N    Y    <NA> N    N    N    N   
## [75741] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [75755] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75769] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [75783] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75797] N    N    N    Y    N    Y    N    N    N    N    N    N    N    <NA>
## [75811] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [75825] N    N    N    N    N    N    N    N    N    N    N    Y    Y    Y   
## [75839] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [75853] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [75867] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [75881] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75895] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [75909] N    N    N    N    Y    N    Y    N    N    Y    N    N    N    N   
## [75923] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [75937] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75951] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [75965] N    N    Y    N    N    N    N    N    N    N    N    <NA> N    N   
## [75979] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [75993] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76007] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [76021] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [76035] N    N    N    N    N    Y    N    N    N    N    <NA> N    N    N   
## [76049] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [76063] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76077] N    N    N    N    Y    N    Y    N    N    N    N    Y    N    N   
## [76091] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [76105] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [76119] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76133] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [76147] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76161] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [76175] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76189] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76203] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76217] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [76231] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [76245] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [76259] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [76273] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76287] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [76301] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [76315] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [76329] N    N    <NA> N    N    <NA> N    N    N    N    N    N    N    N   
## [76343] N    N    <NA> N    N    <NA> N    N    N    N    N    N    N    N   
## [76357] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [76371] N    N    N    N    N    N    N    Y    N    N    Y    <NA> N    N   
## [76385] N    <NA> N    N    N    N    N    N    N    <NA> N    N    N    N   
## [76399] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76427] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [76441] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76455] Y    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [76469] <NA> N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [76483] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76497] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [76511] Y    N    Y    N    N    N    Y    N    N    N    N    N    N    Y   
## [76525] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [76539] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [76553] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [76567] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76581] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [76595] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76609] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [76623] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [76637] N    Y    Y    Y    N    N    N    Y    N    N    N    N    N    N   
## [76651] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [76665] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76679] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76693] N    N    N    <NA> N    N    <NA> N    N    N    N    N    N    N   
## [76707] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [76721] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76735] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [76749] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [76763] N    N    N    N    Y    N    <NA> N    N    N    N    N    N    Y   
## [76777] N    N    N    Y    N    N    N    Y    N    Y    Y    N    N    N   
## [76791] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [76805] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [76819] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [76833] N    N    N    N    Y    Y    N    N    Y    N    N    N    N    N   
## [76847] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76861] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76875] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [76889] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [76903] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76917] N    N    N    N    N    N    N    N    N    N    N    N    Y    <NA>
## [76931] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [76945] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [76959] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [76973] N    N    Y    N    N    N    N    N    <NA> N    N    N    N    N   
## [76987] N    N    Y    N    N    N    N    Y    N    N    N    N    N    Y   
## [77001] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77015] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77029] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [77043] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [77057] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77071] N    N    Y    N    N    Y    N    N    N    N    Y    Y    N    N   
## [77085] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77099] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [77113] N    Y    N    N    Y    <NA> N    N    N    N    N    N    N    N   
## [77127] N    N    N    <NA> N    N    N    N    Y    Y    N    N    N    N   
## [77141] N    N    N    N    N    N    N    N    <NA> N    N    N    N    <NA>
## [77155] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [77169] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77183] Y    Y    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [77197] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77211] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [77225] N    N    N    Y    N    Y    N    N    N    N    N    N    Y    N   
## [77239] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [77253] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77267] Y    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [77281] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [77295] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [77309] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [77323] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [77337] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [77351] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [77365] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [77379] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [77393] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [77407] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [77421] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77435] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77449] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77463] N    N    Y    N    N    N    N    N    Y    N    N    N    Y    N   
## [77477] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77491] N    N    Y    N    N    N    N    N    Y    N    N    N    N    <NA>
## [77505] N    N    N    N    N    N    <NA> <NA> N    Y    N    N    N    N   
## [77519] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77533] N    N    N    N    N    Y    N    Y    N    N    Y    N    N    N   
## [77547] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77561] N    N    <NA> N    N    N    N    N    N    N    N    N    Y    Y   
## [77575] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [77589] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [77603] Y    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [77617] N    N    N    Y    N    N    N    N    N    N    Y    N    Y    N   
## [77631] N    N    N    N    N    N    N    N    Y    <NA> Y    N    N    N   
## [77645] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77659] N    N    N    N    Y    Y    N    N    N    Y    N    N    N    N   
## [77673] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [77687] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [77701] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [77715] N    N    Y    N    <NA> N    N    N    N    N    N    N    N    N   
## [77729] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [77743] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [77757] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [77771] Y    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [77785] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [77799] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [77813] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [77827] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [77841] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [77855] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [77869] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77883] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [77897] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77911] N    N    N    N    Y    N    Y    N    N    N    N    N    Y    N   
## [77925] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [77939] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [77953] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [77967] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [77981] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [77995] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [78009] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [78023] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78037] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78051] N    N    N    N    N    Y    N    N    <NA> Y    N    N    N    N   
## [78065] N    N    Y    N    <NA> N    N    N    N    N    N    N    N    N   
## [78079] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [78093] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [78107] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [78121] Y    N    N    N    N    N    N    N    <NA> N    N    N    <NA> N   
## [78135] <NA> N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [78149] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78163] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [78177] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [78191] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [78205] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78219] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [78233] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78247] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [78261] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78275] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [78289] N    N    N    N    N    N    N    N    N    N    Y    N    <NA> N   
## [78303] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78317] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78331] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [78345] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [78359] N    N    N    N    N    N    N    N    <NA> Y    N    N    N    N   
## [78373] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78387] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [78401] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [78415] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [78429] Y    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [78443] Y    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [78457] N    N    N    N    Y    <NA> N    N    N    N    Y    N    N    N   
## [78471] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [78485] N    N    N    Y    N    <NA> N    N    <NA> N    N    N    N    N   
## [78499] N    N    Y    N    N    N    N    N    N    Y    N    N    N    Y   
## [78513] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [78527] N    <NA> Y    N    N    N    N    N    N    N    N    N    <NA> Y   
## [78541] N    Y    N    Y    Y    N    N    N    N    N    Y    N    N    N   
## [78555] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [78569] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [78583] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [78597] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [78611] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [78625] N    N    Y    Y    Y    N    N    N    N    N    N    N    N    N   
## [78639] N    N    N    N    <NA> N    N    N    N    N    <NA> N    N    Y   
## [78653] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [78667] N    N    N    Y    Y    N    N    Y    N    N    Y    N    N    N   
## [78681] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [78695] N    N    N    N    N    Y    N    N    N    N    N    N    <NA> N   
## [78709] N    Y    N    N    N    N    N    Y    N    <NA> N    <NA> N    N   
## [78723] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [78737] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [78751] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [78765] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78779] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [78793] N    Y    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [78807] <NA> N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [78821] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [78835] N    N    N    N    Y    N    <NA> N    N    N    N    N    N    Y   
## [78849] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [78863] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [78877] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [78891] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [78905] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78919] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [78933] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [78947] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [78961] N    N    N    N    N    N    N    N    <NA> N    Y    N    N    N   
## [78975] N    N    N    <NA> N    N    N    N    N    N    N    N    Y    N   
## [78989] N    N    N    <NA> N    Y    N    N    N    N    N    N    N    N   
## [79003] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [79017] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [79031] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [79045] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [79059] N    N    N    N    N    N    Y    N    N    N    N    <NA> N    N   
## [79073] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [79087] N    N    N    N    N    N    Y    N    N    N    <NA> N    N    N   
## [79101] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79115] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79129] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [79143] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [79157] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79171] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79185] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [79199] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79213] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79227] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79241] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79255] N    N    N    <NA> N    N    Y    N    N    N    N    N    N    N   
## [79269] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79283] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [79297] N    N    N    Y    N    N    Y    Y    N    N    N    N    N    N   
## [79311] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [79325] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [79339] N    Y    N    Y    N    N    N    N    N    N    <NA> N    N    N   
## [79353] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [79367] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [79381] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79395] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79409] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [79423] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [79437] N    N    N    <NA> <NA> N    N    N    N    N    N    N    N    N   
## [79451] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [79465] N    N    N    Y    Y    N    N    N    N    N    Y    N    N    N   
## [79479] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [79493] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [79507] Y    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [79521] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [79535] N    N    N    Y    N    Y    N    N    N    Y    N    N    N    N   
## [79549] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [79563] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79577] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79591] N    Y    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [79605] N    N    N    N    Y    N    N    N    N    N    Y    N    Y    N   
## [79619] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79633] N    Y    Y    N    N    Y    N    N    Y    N    N    N    N    N   
## [79647] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79661] N    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [79675] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [79689] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79703] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79717] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79731] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [79745] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [79759] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79773] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [79787] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79801] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79815] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [79829] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79843] N    N    N    Y    N    N    N    Y    N    Y    N    N    N    N   
## [79857] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [79871] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79885] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [79899] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [79913] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [79927] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [79941] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [79955] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [79969] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [79983] N    N    N    N    <NA> N    N    N    N    N    <NA> N    N    N   
## [79997] N    N    N    Y    N    N    Y    N    N    N    N    N    N    Y   
## [80011] Y    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [80025] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80039] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [80053] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [80067] Y    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [80081] N    N    N    Y    N    Y    N    N    N    N    Y    N    N    N   
## [80095] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [80109] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [80123] N    N    N    <NA> N    N    N    N    Y    N    N    N    N    N   
## [80137] N    N    Y    N    N    N    N    N    Y    N    N    N    Y    N   
## [80151] N    N    N    <NA> N    N    N    <NA> N    N    N    N    N    N   
## [80165] N    N    N    N    N    Y    N    N    N    N    N    N    <NA> N   
## [80179] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80193] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80207] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80221] N    N    N    N    N    Y    Y    N    N    N    <NA> N    N    Y   
## [80235] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [80249] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [80263] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [80277] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [80291] <NA> N    Y    N    N    N    Y    N    N    N    N    Y    N    N   
## [80305] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [80319] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80333] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [80347] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80361] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [80375] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [80389] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80403] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80417] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80431] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [80445] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [80459] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [80473] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [80487] N    N    N    N    N    N    N    N    Y    N    <NA> N    N    N   
## [80501] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80515] Y    N    N    N    N    <NA> Y    N    N    N    N    N    N    N   
## [80529] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [80543] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [80557] N    N    N    N    N    N    N    Y    N    <NA> N    N    Y    Y   
## [80571] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [80585] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80599] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80613] N    N    <NA> N    Y    N    N    N    N    N    N    N    N    N   
## [80627] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [80641] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [80655] N    N    N    Y    Y    N    N    N    N    N    N    <NA> Y    N   
## [80669] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [80683] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [80697] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [80711] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80725] N    N    N    N    N    N    Y    Y    N    N    N    N    N    <NA>
## [80739] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80753] N    Y    N    Y    N    N    Y    N    N    N    N    N    N    Y   
## [80767] Y    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [80781] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80795] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80809] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [80823] N    N    N    N    <NA> N    Y    N    N    N    N    N    N    N   
## [80837] N    N    N    Y    Y    N    N    N    N    N    N    Y    N    N   
## [80851] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [80865] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [80879] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80893] N    N    N    N    N    N    N    N    N    Y    Y    <NA> N    N   
## [80907] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [80921] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80935] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [80949] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [80963] Y    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [80977] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [80991] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81005] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [81019] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [81033] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [81047] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [81061] N    N    N    Y    <NA> N    N    N    N    N    N    N    <NA> Y   
## [81075] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81089] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81103] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [81117] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81131] N    Y    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [81145] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [81159] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81173] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81187] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [81201] N    N    N    N    Y    N    Y    <NA> N    N    N    N    N    Y   
## [81215] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [81229] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81243] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81257] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81271] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [81285] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [81299] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [81313] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [81327] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81341] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [81355] Y    <NA> <NA> Y    N    N    Y    Y    N    Y    N    N    N    N   
## [81369] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [81383] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [81397] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [81411] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [81425] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [81439] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81453] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81467] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [81481] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [81495] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [81509] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [81523] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [81537] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81551] N    N    Y    Y    N    N    N    N    N    Y    Y    N    Y    N   
## [81565] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81579] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81593] Y    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [81607] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81621] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [81635] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81649] N    N    N    N    N    N    Y    N    N    Y    Y    N    N    Y   
## [81663] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [81677] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [81691] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [81705] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [81719] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [81733] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81747] N    N    N    <NA> N    N    N    N    N    N    N    Y    N    N   
## [81761] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81775] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81789] N    N    N    Y    N    Y    Y    N    N    N    N    Y    N    N   
## [81803] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81817] Y    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [81831] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [81845] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [81859] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [81873] N    N    N    N    N    N    N    N    N    N    N    N    Y    Y   
## [81887] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [81901] N    N    N    N    <NA> Y    N    N    N    N    N    N    N    N   
## [81915] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [81929] N    N    N    N    N    N    <NA> N    N    N    N    N    N    Y   
## [81943] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81957] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [81971] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [81985] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [81999] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [82013] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [82027] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82041] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [82055] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82069] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82083] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82097] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [82111] <NA> N    N    N    <NA> N    N    N    N    Y    N    N    N    N   
## [82125] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82139] Y    N    N    N    Y    N    N    N    N    N    Y    N    N    Y   
## [82153] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [82167] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [82181] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82195] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82209] N    N    N    N    N    N    Y    N    Y    N    N    N    Y    N   
## [82223] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [82237] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82251] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82265] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [82279] N    Y    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [82293] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [82307] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [82321] N    Y    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [82335] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [82349] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [82363] N    N    N    <NA> N    N    N    N    N    N    N    Y    N    N   
## [82377] N    N    N    N    N    Y    N    N    N    N    N    N    <NA> N   
## [82391] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [82405] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [82419] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [82433] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [82447] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [82461] N    <NA> N    N    N    N    N    Y    N    N    N    N    N    N   
## [82475] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [82489] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [82503] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [82517] <NA> N    N    N    Y    Y    N    Y    N    N    N    N    N    N   
## [82531] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [82545] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [82559] N    N    N    N    Y    N    N    N    N    N    N    Y    N    N   
## [82573] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [82587] N    N    <NA> N    N    N    N    N    N    N    N    Y    N    N   
## [82601] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [82615] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [82629] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [82643] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [82657] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [82671] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [82685] N    N    N    N    N    Y    N    N    Y    N    N    N    N    Y   
## [82699] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [82713] <NA> N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [82727] N    N    N    N    Y    <NA> N    N    N    N    N    N    N    N   
## [82741] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [82755] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [82769] N    N    N    N    N    N    N    N    N         N    N    N    N   
## [82783] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [82797] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82811] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [82825] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82839] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [82853] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [82867] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82881] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [82895] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [82909] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [82923] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [82937] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82951] N    Y    N    N    N    N    N    N    N    N    N    N    N    Y   
## [82965] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [82979] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [82993] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83007] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [83021] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [83035] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [83049] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [83063] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [83077] N    N    N    Y    N    N    Y    N    N    N    N    Y    N    N   
## [83091] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [83105] N    N    N    N    N    Y    Y    N    N    Y    N    N    N    N   
## [83119] N    N    N    N    N    N    Y    N    Y    <NA> Y    N    N    N   
## [83133] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83147] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [83161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83175] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83189] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83203] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [83217] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83231] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83245] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83259] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83273] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [83287] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [83301] N    N    N    N    N    N    N    <NA> N    N    N    N    <NA> N   
## [83315] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83329] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [83343] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83357] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [83371] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83385] N    N    N    N    N    N    Y    N    Y    Y    Y    N    N    N   
## [83399] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [83413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83427] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [83441] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [83455] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [83469] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [83483] Y    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [83497] N    N    Y    N    N    Y    Y    N    N    N    N    N    N    N   
## [83511] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [83525] N    N    N    N    N    Y    N    N    N    N    N    N    <NA> N   
## [83539] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [83553] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [83567] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [83581] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83595] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [83609] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83623] N    <NA> Y    N    N    N    N    N    N    N    N    N    N    Y   
## [83637] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [83651] N    N    N    N    Y    N    Y    Y    N    Y    N    N    N    N   
## [83665] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83679] N    N    N    N    N    Y    Y    Y    N    N    N    N    N    N   
## [83693] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [83707] N    N    N    Y    N    <NA> N    N    N    N    N    N    N    N   
## [83721] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [83735] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83749] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [83763] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [83777] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [83791] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83805] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83819] N    N    N    N    N    N    N    N    Y    Y    N    Y    N    N   
## [83833] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83847] N    Y    N    N    N    <NA> N    N    Y    N    N    N    N    N   
## [83861] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [83875] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [83889] <NA> N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [83903] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [83917] N    N    <NA> N    N    N    <NA> N    N    <NA> N    N    N    N   
## [83931] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83945] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [83959] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [83973] N    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [83987] N    N    N    Y    N    N    N    N    N    N    N    Y    Y    N   
## [84001] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84015] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [84029] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [84043] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [84057] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [84071] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84085] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [84099] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [84113] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [84127] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84141] N    N    N    N    N    N    N    N    N    Y    N    N    Y    N   
## [84155] N    N    N    N    N    N    N    N    N    N    <NA> N    N    Y   
## [84169] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [84183] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [84197] N    N    N    Y    N    N    N    N    N    N    Y    Y    Y    N   
## [84211] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [84225] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84239] N    N    N    N    Y    N    N    Y    N    N    N    N    Y    N   
## [84253] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [84267] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [84281] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [84295] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [84309] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [84323] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84337] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [84351] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84365] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [84379] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [84393] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84407] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [84421] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [84435] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [84449] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84463] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [84477] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84491] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [84505] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [84519] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84533] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84547] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [84561] N    N    N    N    Y    Y    N    N    N    N    <NA> <NA> N    N   
## [84575] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [84589] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84603] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84617] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [84631] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [84645] N    N    N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [84659] <NA> N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [84673] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [84687] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [84701] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84715] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [84729] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [84743] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84757] N    N    N    N    N    N    N    N    Y    N    N    N    <NA> N   
## [84771] Y    N    N    N    N    N    Y    N    <NA> N    N    N    N    N   
## [84785] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [84799] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [84813] N    N    N    Y    <NA> N    N    N    N    N    N    N    N    Y   
## [84827] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [84841] <NA> N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [84855] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [84869] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [84883] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84897] N    N    N    N    N    <NA> Y    N    N    N    N    N    Y    Y   
## [84911] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [84925] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84939] <NA> N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [84953] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [84967] N    Y    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [84981] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [84995] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85009] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [85023] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85037] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [85051] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85065] Y    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [85079] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85093] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85107] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85121] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85135] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [85149] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [85163] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85177] N    N    N    N    N    N    N    N    N    <NA> <NA> N    N    N   
## [85191] Y    N    Y    N    N    N    N    N    N    N    N    Y    <NA> N   
## [85205] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [85219] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [85233] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85247] Y    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [85261] N    N    N    N    N    N    N    N    N    N    N    <NA> N    Y   
## [85275] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [85289] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [85303] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85317] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [85331] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [85345] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85359] N    N    N    N    N    N    N    N    <NA> N    N    N    N    Y   
## [85373] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [85387] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [85401] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [85415] N    Y    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [85429] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [85443] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [85457] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [85471] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [85485] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85499] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85513] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [85527] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [85541] N    N    N    N    N    N    Y    N    Y    N    N    <NA> N    N   
## [85555] N    N    N    Y    <NA> N    N    N    N    N    N    Y    Y    N   
## [85569] N    N    N    N    N    N    Y    N    N    N    <NA> N    N    N   
## [85583] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [85597] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [85611] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [85625] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85639] N    Y    N    Y    Y    N    N    Y    N    N    N    N    N    N   
## [85653] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85667] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [85681] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85695] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [85709] N    N    Y    Y    N    Y    N    N    N    N    N    N    N    N   
## [85723] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [85737] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85751] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [85765] N    N    N    N    Y    Y    N    N    N    Y    N    N    N    N   
## [85779] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [85793] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85807] Y    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [85821] N    N    N    <NA> N    N    N    N    N    N    N    Y    N    N   
## [85835] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [85849] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [85863] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [85877] N    <NA> N    N    N    Y    N    N    N    N    N    Y    N    N   
## [85891] <NA> Y    N    N    N    N    <NA> Y    N    N    N    N    N    N   
## [85905] N    N    N    N    N    N    Y    N    N    N    <NA> N    N    N   
## [85919] Y    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [85933] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [85947] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [85961] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [85975] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [85989] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [86003] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [86017] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [86031] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86045] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [86059] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [86073] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [86087] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86101] N    N    N    <NA> N    N    N    N    N    N    Y    N    N    N   
## [86115] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [86129] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86143] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [86157] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86171] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [86185] N    N    N    N    N    N    N    N    <NA> N    N    N    Y    N   
## [86199] N    Y    N    <NA> N    Y    N    N    N    N    N    Y    N    N   
## [86213] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [86227] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86241] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [86255] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [86269] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [86283] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [86297] N    N    N    N    N    Y    <NA> N    N    N    N    Y    N    N   
## [86311] N    N    N    N    Y    N    N    N    <NA> N    N    N    Y    N   
## [86325] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [86339] N    Y    Y    N    N    N    N    N    <NA> N    N    N    N    N   
## [86353] N    Y    N    N    N    N    Y    N    N    N    N    N    N    N   
## [86367] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86381] Y    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [86395] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [86409] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [86423] <NA> Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [86437] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86451] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [86465] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [86479] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [86493] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86507] N    N    N    N    N    N    N    N    Y    N    N    <NA> Y    N   
## [86521] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86535] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86549] N    N    N    N    N    N    N    N    N    N    Y    N    Y    N   
## [86563] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86577] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86591] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [86605] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [86619] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86633] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [86647] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86661] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [86675] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [86689] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [86703] N    N    N    N    N    N    N    N    N    Y    N    <NA> N    N   
## [86717] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [86731] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [86745] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [86759] N    Y    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [86773] Y    N    Y    N    <NA> N    N    N    N    N    N    N    N    N   
## [86787] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86801] N    N    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [86815] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86829] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86843] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86857] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [86871] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [86885] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86899] N    N    Y    Y    N    N    <NA> N    N    N    N    N    N    N   
## [86913] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [86927] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [86941] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [86955] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [86969] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [86983] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [86997] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87011] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87025] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [87039] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [87053] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [87067] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [87081] N    N    N    N    Y    N    N    Y    N    N    N    N    Y    N   
## [87095] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [87109] N    N    <NA> N    N    N    N    N    N    N    N    Y    N    N   
## [87123] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [87137] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87151] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [87165] N    N    N    N    N    N    N    N    N    <NA> <NA> N    N    N   
## [87179] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87193] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87207] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87221] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [87235] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [87249] N    N    N    N    N    Y    Y    N    N    N    N    N    N    N   
## [87263] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87277] N    N    N    N    N    N    <NA> N    Y    N    N    Y    N    N   
## [87291] N    N    N    N    N    N    N    N    Y    N    Y    N    N    N   
## [87305] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87319] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87333] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87347] <NA> <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [87361] N    N    N    N    N    <NA> N    N    N    N    Y    N    N    <NA>
## [87375] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87389] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87403] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87417] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87431] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [87445] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87459] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87473] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [87487] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87501] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [87515] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87529] N    <NA> N    N    N    <NA> N    N    N    N    N    Y    Y    Y   
## [87543] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87557] N    N    N    N    <NA> N    N    N    N    N    N    N    N    <NA>
## [87571] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87585] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [87599] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [87613] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [87627] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [87641] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87655] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [87669] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87683] Y    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [87697] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [87711] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [87725] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87739] N         N    N    N    N    N    Y    N    N    N    N    N    Y   
## [87753] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87767] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [87781] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87795] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87809] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87823] N    N    Y    N    N    N    N    N    N    N    N    N    <NA> <NA>
## [87837] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [87851] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [87865] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [87879] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [87893] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87907] N    N    N    N    N    N    N    N    N    Y    N    N    N    <NA>
## [87921] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87935] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87949] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [87963] Y    N    N    N    N    Y    <NA> N    N    N    Y    N    N    N   
## [87977] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [87991] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [88005] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88019] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88033] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [88047] N    Y    N    N    Y    N    Y    N    N    N    N    N    Y    N   
## [88061] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88075] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [88089] N    N    <NA> N    Y    N    N    N    N    N    N    N    N    N   
## [88103] N    N    N    N    <NA> Y    N    N    N    <NA> N    <NA> N    N   
## [88117] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [88131] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88145] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [88159] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88173] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [88187] <NA> N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [88201] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88215] N    N    N    N    Y    Y    N    N    N    N    N    N    N    N   
## [88229] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [88243] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88257] N    N    <NA> N    N    N    Y    N    N    N    N    N    N    N   
## [88271] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [88285] N    N    N    Y    N    N    N    <NA> N    N    N    N    N    N   
## [88299] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [88313] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [88327] N    N    N    N    N    N    N    <NA> Y    N    N    N    N    Y   
## [88341] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [88355] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88369] N    Y    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [88383] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [88397] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [88411] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [88425] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [88439] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [88453] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [88467] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88481] N    Y    N    N    N    N    N    N    N    N    Y    <NA> N    N   
## [88495] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [88509] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [88523] N    N    N    N    N    <NA> N    <NA> N    Y    N    N    N    Y   
## [88537] N    N    N    Y    N    N    N    N    N    N         N    N    Y   
## [88551] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [88565] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [88579] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [88593] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [88607] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [88621] N    N    N    N    N    N    N    N    N    N    Y    Y    N    Y   
## [88635] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88649] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88663] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [88677] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [88691] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88705] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88719] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [88733] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88747] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88761] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [88775] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88789] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [88803] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88817] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88831] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [88845] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [88859] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [88873] N    N    N    N    N    Y    N    N    N    N    N    Y    N    N   
## [88887] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88901] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88915] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [88929] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [88943] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [88957] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [88971] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [88985] N    N    <NA> N    N    N    N    <NA> N    N    N    N    N    N   
## [88999] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89013] N    N    N    N    N    Y    N    N    N    Y    N    N    N    N   
## [89027] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [89041] N    N    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [89055] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [89069] N    N    Y    N    N    N    Y    Y    N    N    N    N    N    N   
## [89083] N    N    Y    Y    N    N    N    N    N    N    N    Y    Y    N   
## [89097] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [89111] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [89125] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89139] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [89153] N    N    N    N    Y    N    N    <NA> N    Y    N    N    N    N   
## [89167] Y    N    N    N    Y    Y    N    N    N    N    N    N    N    <NA>
## [89181] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [89195] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [89209] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [89223] N    N    N    Y    N    N    N    N    N    Y    Y    N    N    N   
## [89237] N    Y    N    N    Y    N    N    N    N    N    N    N    N    N   
## [89251] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [89265] Y    Y    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [89279] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89293] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [89307] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [89321] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [89335] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [89349] N    N    N    Y    Y    N    N    N    N    N    N    Y    N    N   
## [89363] N    N    N    N    N    Y    N    Y    Y    N    N    N    N    N   
## [89377] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89391] N    N    N    N    N    N    N    Y    N    N    N    <NA> N    <NA>
## [89405] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89419] N    N    N    N    N    N    N    <NA> N    N    N    <NA> N    N   
## [89433] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [89447] N    Y    N    N    N    N    N    N    N    N    N    N    Y    N   
## [89461] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [89475] N    N    N    N    N    N    N    N    Y    N    N    N    Y    N   
## [89489] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [89503] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89517] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [89531] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [89545] N    N    <NA> Y    N    N    N    N    N    N    N    N    N    N   
## [89559] Y    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [89573] N    Y    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [89587] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89601] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [89615] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89629] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [89643] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [89657] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [89671] N    N    N    N    N    N    N    N    Y    N    N    Y    N    N   
## [89685] N    N    N    N    Y    N    N    N    N    N    Y    Y    N    N   
## [89699] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [89713] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [89727] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89741] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89755] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [89769] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89783] N    N    N    N    Y    N    N    N    N    N    N    N    Y    N   
## [89797] <NA> N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [89811] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [89825] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [89839] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [89853] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [89867] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89881] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [89895] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89909] N    N    N    Y    N    N    N    N    Y    N    N    N    N    N   
## [89923] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [89937] N    N    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [89951] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [89965] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [89979] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [89993] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [90007] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90021] N    N    Y    Y    N    N    N    N    N    N    Y    N    N    N   
## [90035] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [90049] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90063] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [90077] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [90091] N    N    N    N    N    <NA> N    Y    N    N    N    N    N    N   
## [90105] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [90119] Y    Y    N    N    N    N    <NA> <NA> N    N    N    N    N    N   
## [90133] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [90147] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90175] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90189] N    N    Y    N    N    <NA> N    N    N    N    N    N    N    Y   
## [90203] Y    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [90217] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90231] N    N    N    N    Y    <NA> N    Y    N    N    N    N    N    N   
## [90245] N    N    N    N    Y    N    N    N    N    <NA> N    N    N    N   
## [90259] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [90273] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [90287] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90301] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [90315] Y    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [90329] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [90343] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [90357] N    Y    N    N    N    N    N    N    Y    N    N    N    N    N   
## [90371] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [90385] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90399] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90427] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [90441] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [90455] N    N    N    Y    <NA> N    N    N    N    N    N    N    N    N   
## [90469] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [90483] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [90497] N    N    N    N    N    N    N    N    N    N    Y    N    N    Y   
## [90511] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [90525] N    Y    Y    N    N    Y    N    N    N    N    Y    N    N    N   
## [90539] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [90553] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [90567] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90581] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [90595] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [90609] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90623] <NA> N    N    N    N    N    N    N    Y    N    N    Y    N    Y   
## [90637] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90651] N    N    N    N    N    N    Y    Y    Y    N    N    N    N    N   
## [90665] N    <NA> N    N    N    N    N    N    N    N    N    Y    N    N   
## [90679] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90693] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [90707] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [90721] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [90735] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90749] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [90763] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [90777] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [90791] N    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [90805] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [90819] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [90833] N    N    Y    N    N    Y    Y    N    N    N    N    N    N    N   
## [90847] N    N    N    N    Y    Y    N    Y    Y    N    N    N    N    N   
## [90861] N    N    Y    N    N    Y    N    N    N    Y    N    N    Y    N   
## [90875] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90889] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90903] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [90917] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [90931] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [90945] N    N    N    N    N    N    <NA> N    N    Y    N    N    N    N   
## [90959] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [90973] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [90987] N    N    N    Y    Y    Y    <NA> N    N    N    N    N    N    N   
## [91001] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [91015] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [91029] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [91043] N    <NA> N    N    N    N    N    N    Y    N    N    N    N    N   
## [91057] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91071] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91085] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91099] N    Y    N    N    N    N    N    N    N    N    N    <NA> Y    N   
## [91113] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91127] N    N    N    N    N    N    N    N    Y    N    <NA> N    N    N   
## [91141] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [91155] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91169] Y    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [91183] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91197] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [91211] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91225] Y    Y    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [91239] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [91253] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91267] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [91281] Y    N    N    N    N    Y    N    N    N    Y    N    N    N    Y   
## [91295] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [91309] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [91323] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91337] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91351] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [91365] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [91379] N    N    N    N    N    N    N    N    N    Y    N    Y    N    N   
## [91393] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [91407] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [91421] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [91435] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [91449] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [91463] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91477] N    N    N    N    N    N    Y    N    N    N    <NA> N    Y    N   
## [91491] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [91505] Y    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [91519] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [91533] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [91547] N    N    N    N    N    N    N    <NA> N    N    Y    N    N    N   
## [91561] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91575] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [91589] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [91603] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91617] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [91631] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [91645] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91659] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [91673] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91687] Y    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [91701] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91715] N    N    N    N    <NA> N    N    N    Y    N    Y    N    N    N   
## [91729] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91743] N    N    Y    N    N    <NA> N    N    Y    N    <NA> N    N    N   
## [91757] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [91771] N    Y    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [91785] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [91799] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91813] N    <NA> N    N    N    N    N    N    Y    <NA> N    N    N    N   
## [91827] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91841] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91855] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [91869] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [91883] N    N    N    N    N    N    N    N    N    Y    Y    N    Y    N   
## [91897] N    <NA> N    N    N    N    N    N    N    N    N    N    N    Y   
## [91911] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91925] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    <NA>
## [91939] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [91953] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [91967] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [91981] N    N    N    <NA> N    N    <NA> N    N    N    N    <NA> N    N   
## [91995] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [92009] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92023] N    N    Y    Y    N    N    N    N    Y    N    N    N    Y    N   
## [92037] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [92051] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [92065] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92079] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92093] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92107] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [92121] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [92135] N    Y    <NA> N    N    N    N    N    N    N    N    Y    N    N   
## [92149] N    Y    N    N    N    <NA> N    N    Y    N    N    N    N    N   
## [92163] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92177] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [92191] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [92205] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [92219] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [92233] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92247] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [92261] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [92275] N    N    N    N    Y    N    N    Y    N    N    N    N    N    N   
## [92289] N    N    N    N    N    N    Y    N    <NA> N    N    N    N    N   
## [92303] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92317] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [92331] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92345] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92359] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92373] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [92387] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [92401] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [92415] N    Y    N    N    N    N    N    <NA> N    N    Y    N    N    <NA>
## [92429] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92443] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [92457] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [92471] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [92485] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92499] Y    <NA> N    N    N    Y    Y    N    N    N    N    N    N    N   
## [92513] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [92527] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [92541] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92555] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92569] N    N    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [92583] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [92597] N    N    N    <NA> N    N    N    N    N    <NA> N    N    <NA> Y   
## [92611] N    N    N    N    N    N    N    N    N    N    <NA> N    N    Y   
## [92625] N    N    N    N    N    N    N    N    N    N    N    Y    <NA> N   
## [92639] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [92653] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [92667] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [92681] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [92695] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [92709] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [92723] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92737] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [92751] <NA> Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [92765] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92779] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [92793] Y    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [92807] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [92821] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [92835] N    N    N    N    N    N    Y    N    Y    N    N    N    N    N   
## [92849] N    N    N    N    N    Y    Y    N    Y    N    N    N    N    Y   
## [92863] <NA> N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [92877] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [92891] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [92905] N    N    N    N    N    Y    N    <NA> N    N    N    N    N    N   
## [92919] <NA> N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [92933] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [92947] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [92961] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [92975] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [92989] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [93003] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [93017] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [93031] <NA> N    N    N    N    N    Y    Y    N    N    N    N    Y    N   
## [93045] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [93059] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [93073] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [93087] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [93101] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [93115] N    N    N    Y    N    N    N    N    N    N    N    Y    N    N   
## [93129] N    N    N    N    N    N    N    N    N    N    Y    N    N    <NA>
## [93143] Y    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [93157] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [93171] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [93185] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [93199] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [93213] N    N    N    <NA> N    N    N    N    N    N    N    N    Y    N   
## [93227] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93241] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93255] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93269] N    Y    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [93283] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [93297] N    N    N    N    Y    N    N    N    Y    N    N    N    N    N   
## [93311] N    N    N    Y    N    N    Y    Y    N    N    N    N    N    N   
## [93325] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93339] N    N    N    Y    Y    N    N    N    N    N    N    N    N    N   
## [93353] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [93367] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93381] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [93395] N    N    Y    N    Y    N    N    N    N    N    N    N    N    N   
## [93409] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [93423] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [93437] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93451] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [93465] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [93479] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93493] N    N    Y    N    N    N    N    N    N    N    N    Y    <NA> N   
## [93507] Y    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [93521] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93535] N    Y    N    N    N    N    <NA> N    Y    N    N    N    N    N   
## [93549] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93563] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [93577] N    Y    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [93591] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [93605] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [93619] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93633] N    N    N    N    Y    N    N    N    <NA> N    Y    N    N    N   
## [93647] N    N    N    Y    N    N    N    Y    N    N    N    Y    N    N   
## [93661] N    N    N    N    N    N    Y    N    N    N    N    N    N    Y   
## [93675] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93689] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [93703] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [93717] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93731] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [93745] <NA> N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [93759] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93773] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [93787] N    N    N    N    <NA> N    Y    N    N    N    N    N    N    N   
## [93801] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93815] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93829] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93843] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93857] N    Y    N    Y    N    N    N    N    N    N    N    N    N    N   
## [93871] N    N    N    N    N    N    Y    <NA> N    N    Y    N    Y    N   
## [93885] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [93899] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [93913] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [93927] N    N    N    N    N    Y    N    N    N    N    N    <NA> N    N   
## [93941] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [93955] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [93969] Y    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [93983] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [93997] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [94011] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [94025] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [94039] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [94053] N    N    Y    N    N    N    N    N    N    <NA> N    N    Y    <NA>
## [94067] N    <NA> N    N    N    N    N    Y    N    N    N    N    N    Y   
## [94081] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94095] N    N    N    N    N    N    N    N    N    N    N    Y    Y    N   
## [94109] N    N    N    N    N    N    N    N    N    N    N    N    <NA> N   
## [94123] N    N    Y    N    <NA> N    N    N    N    Y    N    N    N    Y   
## [94137] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [94151] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [94165] N    N    N    Y    N    N    N    N    N    <NA> N    N    Y    N   
## [94179] N    N    Y    N    N    N    N    N    <NA> N    N    N    N    N   
## [94193] N    N    N    N    N    Y    N    <NA> N    N    N    Y    N    N   
## [94207] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [94221] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [94235] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [94249] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94263] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94277] N    N    N    Y    N    N    N    N    N    N    N    N    N    <NA>
## [94291] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [94305] N    N    N    N    N    N    N    N    N    Y    N    N    N    Y   
## [94319] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94333] Y    N    N    Y    Y    N    N    N    N    <NA> N    N    N    N   
## [94347] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [94361] N    N    Y    N    N    N    N    N    N    N    N    N    N    Y   
## [94375] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [94389] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [94403] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [94417] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [94431] N    N    N    N    N    N    N    Y    Y    <NA> N    N    N    N   
## [94445] <NA> N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [94459] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94473] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94487] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [94501] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [94515] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94529] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [94543] <NA> N    N    <NA> N    N    N    Y    N    N    N    N    N    N   
## [94557] N    N    N    N    Y    N    N    N    N    N    N    N    N    Y   
## [94571] N    N    <NA> N    N    N    N    Y    N    N    N    N    N    N   
## [94585] N    N    N    Y    N    Y    N    N    N    N    N    N    N    Y   
## [94599] N    N    N    N    Y    N    N    N    N    N    Y    N    N    N   
## [94613] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94627] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94641] N    N    N    N    N    N    N    N    N    <NA> Y    N    N    N   
## [94655] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [94669] Y    N    N    N    N    N    Y    Y    N    N    Y    N    N    N   
## [94683] N    Y    N    N    N    N    N    Y    N    N    N    N    N    N   
## [94697] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [94711] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94725] N    N    N    N    Y    Y    N    Y    N    Y    N    N    N    N   
## [94739] Y    N    N    N    Y    N    Y    N    N    N    N    N    N    <NA>
## [94753] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [94767] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [94781] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [94795] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94809] N    N    N    N    N    N    N    N    Y    Y    N    N    N    N   
## [94823] N    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [94837] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [94851] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [94865] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94879] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94893] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [94907] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94921] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [94935] N    N    N    N    N    N    N    N    N    N    N    Y    N    <NA>
## [94949] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [94963] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [94977] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [94991] N    N    Y    N    N    Y    Y    N    N    N    N    N    N    N   
## [95005] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95019] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95033] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95047] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95061] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [95075] Y    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [95089] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95103] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [95117] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [95131] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95145] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [95159] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95173] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [95187] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [95201] N    N    N    Y    N    N    N    N    <NA> N    N    N    N    N   
## [95215] N    N    N    N    Y    N    N    Y    N    N    N    Y    N    N   
## [95229] Y    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [95243] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [95257] N    Y    <NA> N    N    N    N    N    N    N    N    Y    N    N   
## [95271] N    N    N    N    Y    N    Y    N    N    Y    N    Y    N    N   
## [95285] N    N    N    N    N    N    N    N    N    Y    Y    N    N    N   
## [95299] Y    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [95313] N    N    N    N    N    Y    Y    N    N    Y    N    N    N    N   
## [95327] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95341] N    N    N    N    N    N    N    N    N    N    N    Y    N    Y   
## [95355] N    Y    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [95369] Y    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [95383] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95397] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [95411] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [95425] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [95439] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [95453] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [95467] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [95481] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [95495] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [95509] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [95523] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [95537] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [95551] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [95565] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95579] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [95593] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95607] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [95621] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95635] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [95649] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95663] N    Y    Y    N    N    N    N    N    N    N    N    N    N    <NA>
## [95677] N    N    N    N    N    Y    N    Y    N    N    N    N    Y    N   
## [95691] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [95705] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [95719] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95733] N    N    N    N    N    Y    N    Y    N    N    N    N    Y    N   
## [95747] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95761] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95775] N    N    N    N    Y    N    N    N    N    Y    N    N    N    N   
## [95789] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95803] N    N    N    N    N    N    N    N    Y    N    N    N    N    Y   
## [95817] N    N    N    Y    N    Y    N    Y    N    N    N    N    N    N   
## [95831] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [95845] N    N    N    N    N    Y    N    N    Y    N    N    N    N    N   
## [95859] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [95873] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [95887] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95901] N    Y    N    Y    N    N    N    N    N    N    N    N    Y    N   
## [95915] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [95929] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [95943] N    N    N    N    N    N    Y    N    N    N    N    Y    N    N   
## [95957] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [95971] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [95985] N    N    N    N    Y    N    <NA> N    N    N    N    Y    N    N   
## [95999] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [96013] N    N    N    N    <NA> N    N    N    N    N    Y    N    N    N   
## [96027] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [96041] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [96055] N    N    N    N    <NA> N    N    Y    N    N    N    N    N    N   
## [96069] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96083] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [96097] N    N    N    N    N    N    N    N    N    N    Y    <NA> N    N   
## [96111] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [96125] Y    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [96139] Y    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [96153] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [96167] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [96181] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [96195] N    N    N    N    N    N    Y    N    <NA> N    N    N    N    N   
## [96209] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [96223] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96237] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [96251] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [96265] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [96279] N    N    Y    N    N    N    <NA> N    N    N    N    N    Y    N   
## [96293] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [96307] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [96321] N    N    N    N    N    <NA> N    N    N    Y    N    N    N    N   
## [96335] N    N    N    N    N    N    Y    N    N    Y    N    N    N    <NA>
## [96349] N    Y    N    N    N    N    N    N    N    N    N    Y    N    N   
## [96363] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [96377] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [96391] N    <NA> N    N    N    N    Y    N    N    Y    N    N    Y    N   
## [96405] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96419] N    Y    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [96433] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [96447] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96461] N    N    <NA> N    N    Y    N    N    N    Y    N    N    N    N   
## [96475] N    N    Y    N    N    N    N    N    Y    N    N    N    N    N   
## [96489] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [96503] Y    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [96517] N    N    N    N    N    N    Y    N    N    N    N    N    N    <NA>
## [96531] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [96545] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [96559] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [96573] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [96587] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [96601] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [96615] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [96629] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [96643] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96657] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96671] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [96685] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96699] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [96713] N    N    N    N    N    Y    N    Y    N    N    N    N    N    N   
## [96727] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96741] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96755] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96769] <NA> Y    N    N    N    Y    Y    N    N    N    Y    N    N    N   
## [96783] N    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [96797] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [96811] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [96825] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [96839] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [96853] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [96867] N    N    N    N    N    N    Y    N    N    Y    N    N    N    N   
## [96881] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96895] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [96909] N    N    <NA> Y    N    N    N    Y    N    N    N    N    N    N   
## [96923] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [96937] Y    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [96951] N    Y    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [96965] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [96979] N    <NA> N    N    N    <NA> N    Y    N    N    N    N    N    N   
## [96993] N    N    N    N    N    N    N    Y    N    Y    <NA> N    N    N   
## [97007] N    N    Y    Y    N    N    N    N    N    N    N    N    N    N   
## [97021] N    N    N    N    N    N    N    Y    N    N    N    N    Y    N   
## [97035] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [97049] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [97063] N    N    <NA> N    N    N    N    N    N    N    N    N    N    N   
## [97077] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [97091] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97105] N    N    N    N    N    <NA> Y    N    Y    N    N    N    N    N   
## [97119] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97133] N    N    N    N    N    N    N    N    N    <NA> N    Y    N    N   
## [97147] N    N    Y    N    N    Y    N    N    N    N    N    N    N    N   
## [97161] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97175] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [97189] N    N    N    N    N    N    N    N    N    Y    N    N    <NA> N   
## [97203] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [97217] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [97231] Y    N    Y    N    N    Y    N    N    Y    N    N    <NA> N    N   
## [97245] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97259] N    Y    Y    N    Y    Y    N    N    <NA> N    N    N    N    N   
## [97273] N    N    Y    N    N    N    N    N    N    N    Y    N    N    N   
## [97287] Y    N    N    N    N    Y    N    N    N    N    N    N    N    Y   
## [97301] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [97315] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97329] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [97343] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97357] N    Y    N    N    N    Y    N    N    N    N    N    N    N    N   
## [97371] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [97385] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97399] Y    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97413] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97427] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [97441] N    <NA> N    N    N    Y    N    N    N    N    N    N    Y    N   
## [97455] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97469] N    N    N    N    N    N    N    N    Y    Y    N    N    Y    N   
## [97483] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97497] N    N    N    <NA> N    <NA> N    N    N    N    Y    N    N    N   
## [97511] N    N    N    N    N    N    N    N    N    N    N    Y    N    <NA>
## [97525] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97539] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [97553] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97567] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [97581] N    <NA> N    N    N    N    N    <NA> N    N    N    N    N    N   
## [97595] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [97609] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97623] N    N    N    N    N    <NA> N    N    N    N    N    N    N    N   
## [97637] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97651] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97665] N    Y    Y    N    N    N    N    N    N    N    N    N    N    N   
## [97679] N    Y    N    N    N    Y    N    Y    N    N    Y    N    N    N   
## [97693] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97707] N    Y    Y    N    N    <NA> N    N    N    Y    N    N    Y    N   
## [97721] N    <NA> N    N    N    N    N    N    Y    N    N    N    N    N   
## [97735] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97749] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97763] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97777] N    N    N    N    Y    N    Y    N    N    N    N    N    N    N   
## [97791] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [97805] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [97819] N    N    N    N    N    N    N    Y    N    Y    N    N    N    N   
## [97833] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97847] N    Y    N    N    N    N    N    N    N    N    Y    N    N    N   
## [97861] N    N    N    Y    N    N    N    Y    N    N    N    N    N    N   
## [97875] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [97889] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97903] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [97917] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97931] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97945] N    N    N    N    N    <NA> N    N    N    Y    N    N    N    N   
## [97959] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [97973] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [97987] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98001] N    N    N    N    N    N    <NA> N    N    N    N    N    N    N   
## [98015] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98029] N    N    Y    N    N    N    N    Y    N    N    N    N    N    N   
## [98043] N    N    N    N    N    N    N         N    Y    N    N    N    N   
## [98057] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98071] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [98085] N    N    Y    N    N    N    Y    N    N    N    N    N    N    N   
## [98099] N    N    N    N    Y    Y    N    N    N    N    Y    N    N    N   
## [98113] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [98127] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [98141] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [98155] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98169] N    N    N    N    N    N    N    N    N    N    N    <NA> N    N   
## [98183] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [98197] N    N    N    N    N    N    Y    N    N    N    Y    N    N    N   
## [98211] N    N    <NA> N    N    N    N    Y    N    N    N    N    N    N   
## [98225] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [98239] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
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## [98267] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
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## [98295] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98309] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [98323] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [98337] N    Y    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [98351] N    N    N    N    <NA> N    N    N    N    N    N    N    N    N   
## [98365] N    N    N    N    N    N    N    Y    N    N    N    N    N    Y   
## [98379] N    N    N    N    N    N    Y    N    N    N    N    N    Y    N   
## [98393] Y    N    Y    N    N    N    N    N    N    Y    N    N    N    N   
## [98407] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98421] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [98435] N    N    Y    N    N    N    N    <NA> N    N    N    N    N    N   
## [98449] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [98463] N    Y    N    N    N    N    N    Y    <NA> N    N    N    N    N   
## [98477] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98491] N    N    Y    N    Y    Y    N    Y    N    N    N    N    Y    N   
## [98505] Y    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [98519] N    N    N    N    Y    N    N    N    N    N    N    N    N    N   
## [98533] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [98547] N    N    N    N    N    N    N    Y    Y    N    N    N    N    N   
## [98561] N    N    N    Y    N    N    N    N    Y    N    Y    N    N    N   
## [98575] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98589] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98603] N    N    N    N    N    N    N    Y    N    N    N    Y    N    N   
## [98617] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [98631] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98645] N    N    N    N    Y    Y    N    N    N    Y    N    N    N    Y   
## [98659] N    <NA> N    N    Y    N    N    N    N    N    N    N    N    N   
## [98673] N    N    Y    N    N    N    N    N    N    N    N    N    Y    N   
## [98687] N    <NA> N    N    N    N    N    N    N    N    N    N    N    N   
## [98701] N    N    N    Y    N    N    N    N    N    N    N    N    N    Y   
## [98715] N    N    N    Y    N    N    N    N    N    N    Y    N    N    N   
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## [98743] N    N    N    Y    N    N    N    N    N    N    N    N    N    N   
## [98757] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
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## [98799] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [98813] N    N    N    <NA> N    N    N    N    N    N    N    N    N    N   
## [98827] N    N    Y    N    Y    N    Y    N    N    N    N    N    N    N   
## [98841] N    N    N    N    N    N    N    N    Y    Y    Y    N    Y    N   
## [98855] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [98869] N    N    N    N    N    N    N    N    N    N    N    Y    N    N   
## [98883] N    N    N    Y    N    Y    N    N    N    N    N    Y    N    N   
## [98897] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [98911] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [98925] N    N    Y    N    N    Y    N    N    Y    N    N    N    N    N   
## [98939] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [98953] N    N    N    Y    Y    N    N    N    Y    N    N    N    N    N   
## [98967] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [98981] N    N    N    Y    N    N    <NA> N    N    N    N    N    Y    N   
## [98995] N    N    N    N    N    N    N    N    Y    N    N    N    N    N   
## [99009] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [99023] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [99037] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [99051] N    N    N    N    N    <NA> N    N    N    N    Y    N    Y    N   
## [99065] <NA> N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99079] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99093] N    Y    Y    N    Y    N    Y    N    N    N    N    N    N    N   
## [99107] N    N    N    N    N    N    N    <NA> N    N    N    N    N    N   
## [99121] N    N    N    N    N    N    N    N    N    N    Y    Y    N    N   
## [99135] N    N    N    N    N    N    N    Y    N    N    Y    N    N    N   
## [99149] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [99163] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [99177] N    N    N    N    N    Y    Y    N    N    N    N    N    N    Y   
## [99191] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [99205] N    N    N    N    Y    N    N    Y    N    N    N    N    N    Y   
## [99219] N    N    N    N    N    N    N    N    N    <NA> N    N    N    N   
## [99233] N    N    N    N    N    Y    N    N    N    N    N    N    N    N   
## [99247] N    N    N    N    N    N    <NA> N    N    Y    N    N    N    N   
## [99261] N    N    N    Y    N    N    N    N    N    N    Y    Y    N    N   
## [99275] Y    Y    N    <NA> N    Y    N    Y    N    N    N    Y    N    N   
## [99289] N    N    N    Y    N    N    N    N    N    Y    N    N    N    N   
## [99303] N    N    Y    N    N    N    N    N    N    N    N    Y    N    N   
## [99317] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [99331] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99345] N    N    N    N    N    N    N    N    N    <NA> N    N    N    Y   
## [99359] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99373] N    N    N    N    N    <NA> N    N    N    Y    N    N    N    Y   
## [99387] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [99401] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [99415] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99429] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [99443] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [99457] N    N    N    N    N    N    N    N    N    Y    N    N    N    N   
## [99471] N    N    N    N    N    Y    Y    Y    N    N    N    N    N    N   
## [99485] N    N    N    N    N    N    N    N    <NA> N    N    N    N    N   
## [99499] Y    N    N    N    N    Y    N    N    N    N    N    N    Y    N   
## [99513] N    Y    N    N    Y    N    N    N    <NA> N    N    N    N    N   
## [99527] N    N    N    N    N    <NA> N    <NA> N    Y    N    N    N    N   
## [99541] N    N    N    N    N    N    Y    Y    N    N    N    N    N    N   
## [99555] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99569] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [99583] N    N    N    N    N    N    N    N    N    N    <NA> N    N    N   
## [99597] N    Y    N    N    N    N    N    N    N    N    N    N    N    N   
## [99611] N    N    Y    N    N    N    N    N    N    N    N    N    N    N   
## [99625] Y    N    Y    N    N    N    N    Y    N    N    N    N    <NA> N   
## [99639] N    N    N    N    N    N    <NA> N    N    N    N    N    Y    N   
## [99653] N    N    N    N    Y    Y    N    Y    N    N    N    N    N    N   
## [99667] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99681] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99695] N    N    N    Y    N    N    Y    N    N    N    N    N    N    N   
## [99709] N    N    N    Y    Y    N    N    N    N    Y    N    N    N    N   
## [99723] N    N    N    N    N    N    N    N    N    Y    N    <NA> N    N   
## [99737] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [99751] N    Y    N    N    N    N    N    N    N    Y    N    N    N    N   
## [99765] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99779] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99793] N    N    N    N    N    Y    N    N    N    N    Y    N    N    N   
## [99807] N    N    N    N    N    N    N    Y    N    N    N    N    N    N   
## [99821] N    N    N    N    N    N    Y    N    N    N    N    N    N    N   
## [99835] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99849] N    N    N    N    N    N    N    N    N    N    Y    N    N    N   
## [99863] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99877] N    N    N    N    N    N    N    N    N    N    N    N    N    <NA>
## [99891] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99905] N    N    N    N    N    N    N    N    N    N    N    N    Y    N   
## [99919] N    Y    N    N    N    N    <NA> N    Y    N    <NA> N    N    Y   
## [99933] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99947] N    N    N    N    N    N    N    N    N    N    N    N    N    N   
## [99961] N    N    N    N    <NA> N    N    N    Y    <NA> N    <NA> N    N   
## [99975] N    N    N    N    N    N    N    N    N    N    N    N    N    Y   
## [99989] N    N    Y    N    N    N    N    N    N    N    N   
##  [ reached getOption("max.print") -- omitted 6123449 entries ]
## Levels:  N Y

(
PlatformGFEshare<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2 & gfe_gfp_code=="Y"&
                             !is.na(PlatformPortfolio) & PlatformPortfolio!="Unlabeled") ,
  chart_geom = "Line Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  # color_var="gfe_gfp_value", #color_var
  y_var="pPlatFYear", #VAR.y.variable
  facet_var="PlatformPortfolio", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  date_x_year_breaks(2007,2023,4)+#,partial_year=2024,partial_label="\nQ1")   
  theme(legend.position = "bottom")+
  labs(y="Share of Portfolio Obligations\nwith Government Furnished Equipment or Property"
       # caption="Note: When the multi-year column is blank, transactions are treated as not multiyear.\nSource: FPDS and CSIS analysis."
       )+
    scale_y_continuous(labels = scales::percent)
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

log_plot(PlatformGFEshare, def_data%>% filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2 & gfe_gfp_code=="Y"&
                             !is.na(PlatformPortfolio) & PlatformPortfolio!="Unlabeled") ,
                     filename="acq_fig4_3_gfe",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="4-3 GFE",path="../output/AcqTrends/", height=3,excel_y_var = TRUE,excel_formulas = FALSE,
                     startRow=1,startCol=13,format=TRUE,y_var="Action_Obligation_OMB25_GDP23"
         # var_list=c("PlatformPortfolio","gfe_gfp_value"),
         )

log_plot(PlatformGFEshare+
           labs(y="Share of Obligations\nwith Government Furnished\nEquipment or Property",
                caption=NULL) , def_data%>% 
           filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2 & gfe_gfp_code=="Y"&
                    !is.na(PlatformPortfolio) & PlatformPortfolio!="Unlabeled"),
                     filename="nps_figXX_gfe_plat",xlsx="DoD_2025_NPS.xlsx",
         sheet="9 GFE",
          path="../output/AcqTrends/NPS2025/",second_path=online_path,
         height=3,include_YTD=FALSE,excel_then_year = FALSE, csv_then_year = FALSE,
                     startRow=1,format=TRUE,excel_y_var=TRUE,excel_formulas = TRUE,
         output_doc_svg=TRUE
         )
         

ggsave(file=file.path(online_path,"acq_fig4_3_com_gfe.svg"),
       gridExtra::grid.arrange(
         PlatformComp_bar2007+labs(
           title=NULL,
           y="Share of Obligations by \nExtent of Competition\n",
           caption = NULL,x=NULL)+theme(legend.position = "bottom",text=element_text(size=12),
                                        plot.margin = margin(t=0,b=0,l=0.1,r=0.5,unit="inches")),
         PlatformGFEshare+labs(
           y="Share of Obligations\nwith Government Furnished\nEquipment or Property",caption=NULL)+theme(text=element_text(size=12),
                                                                                                                                        plot.caption = element_text(size=round(20 * 5/6,0)),
                                                                                                                                        plot.margin =
                                                                                                                                          margin(t=0,b=0,l=0.1,r=0.5,unit="inches")),
         layout_matrix = rbind(1,1,1,2,2)),
       width=6.5, height= 6.5, units="in") #, size=20, lineheight = 0.75

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

Vendor Size

Topline Vendor Size

(
ToplineVendor<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1991& Fiscal_YQ<=2025.2  ),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  alpha_var="YTD",
  # facet_var="Competition.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
  # first_color_on_bottom = TRUE
)+date_x_year_breaks(1990,2020,5,partial_year=2025,partial_label="\nQ1-Q2")+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(title="DOD Contract Obligations by Vendor Size, FY 2000-FY 2025 Q2",
    y="Obligations (Constant 2023 $s)",
       caption="Source: FPDS and CSIS analysis.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

(
ToplineVendor_line<-build_plot(
  data=def_data %>% filter(Fiscal_Year>=1991&Fiscal_YQ<=2025.2),
  chart_geom = "Line Chart",
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",#x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  # facet_var="Competition.sum", #facet_var
  alpha_var="YTD",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  share=TRUE#,
  # first_color_on_bottom = TRUE
)+date_x_year_breaks(1990,2014,8,partial_year=2025,partial_label="\nQ1-Q2")+
    
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April of 2020\n and thus did not make the cutofff for inclusion in FY2020.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vendor_wide.png", ToplineVendor+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April 2020 and thus did not make the cutofff for inclusion in FY2020."), 
             width=12, height= 6, units="in",size=12,lineheight=1
             )


ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vendor_cq.png", ToplineVendor+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April\nof 2020 and thus did not make the cutofff for inclusion in FY2020."), 
             width=6.5, height= 4, units="in",size=11,lineheight=1
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vendor_cq.svg", ToplineVendor+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April\nof 2020 and thus did not make the cutofff for inclusion in FY2020."), 
             width=6.5, height= 4, units="in",size=11,lineheight=1
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vendor.png", ToplineVendor, 
             width=6.5, height= 4, units="in",size=11,lineheight=1
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="topline_vendor.eps", ToplineVendor+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April\nof 2020 and thus did not make the cutofff for inclusion in FY2020."), 
             width=6.5, height= 4, units="in",size=11,lineheight=1
             )

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family
## 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_rect, x$x, x$y, x$width, x$height,
## resolveHJust(x$just, : semi-transparency is not supported on this device:
## reported only once per page

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## family 'Open Sans' not included in postscript() device

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family 'Open Sans' not found in PostScript font database

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log_plot(plot=ToplineVendor, df=def_data  %>% filter(Fiscal_YQ<=2025.2 ),
                     filename="acq_fig6_X_vendor",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="6-X Vend",path="../output/AcqTrends/", height=3.5,
                     startRow=1,startCol=12,format=TRUE,#,var_list=c("SimpleArea","Competition.multisum")
         )

Vendor Size Plat Breakout

platform_levels<-levels(factor(def_data$PlatformPortfolio))
for(p in platform_levels){
  file_p<-gsub("__*","_",gsub("&","and",gsub("[ |,]","_",p)))
  (Breakout<-build_plot(
    data=def_data %>% filter(Fiscal_Year>=2000&PlatformPortfolio==p& Fiscal_YQ<=2025.2),
chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  # facet_var="SubCustomer.sum", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)") +date_x_year_breaks(1990,2020,5,partial_year=2025,partial_label="\nQ1-Q2")
)
  if(!dir.exists(file.path("../output/AcqTrends/Platform",file_p)))
    dir.create(file.path("../output/AcqTrends/Platform",file_p))
  
  log_plot(plot=Breakout, df=def_data  %>% filter(Fiscal_YQ<=2025.2&PlatformPortfolio==p),
           filename=paste(file_p,"vendor",sep="_"),xlsx=paste("DoD",file_p,"Contracts.xlsx",sep="_"),
           sheet="vend",path=file.path("../output/AcqTrends/Platform/",file_p), height=3.5,
           startRow=1,format=TRUE,#,var_list=c("PricingUCA.sumlong","PricingUCA"),
           output_doc_png=TRUE,excel_y_var=TRUE
           )
  
}

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.
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## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

Vendor Size Vehicle

(
VendorSizeVehicle<-build_plot(
  data=def_data %>% filter(Fiscal_Year<=2021 & Fiscal_Year>2000 & Shiny.VendorSize!="Unlabeled"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Vehicle.sum", #color_var
  facet_var="Shiny.VendorSize", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+scale_x_date("Fiscal Year",labels = scales::date_format("'%y"))+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April 2020 and thus did not make the cutofff for inclusion in FY2020.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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(
VendorSizeVehicleSum<-build_plot(
  data=def_data %>% filter(Fiscal_Year<=2021 & Fiscal_Year>2000 & !Shiny.VendorSize=="Unlabeled"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Vehicle.AwardTask", #color_var
  facet_var="Shiny.VendorSize", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+facet_wrap(~Shiny.VendorSize, nrow=1)+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April 2020 and thus did not make the cutofff for inclusion in FY2020.\nUnlabeled vendor size excluded.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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(
VendorSizeVehicleSumLine<-build_plot(
  data=def_data %>% filter(Fiscal_Year<=2021 & Fiscal_Year>2000 & !is.na(Shiny.VendorSize)&
                              Shiny.VendorSize!="Unlabeled"),
  chart_geom = "Line Chart",
  share = TRUE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Vehicle.AwardTask", #color_var
  facet_var="Shiny.VendorSize", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April 2020 and thus did not make the cutofff for inclusion in FY2020.")+facet_wrap(~Shiny.VendorSize, nrow=1)
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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ggsave600dpi(path="..//Output//AcqTrends//",filename="vendorsize_vehicle.png", VendorSizeVehicle+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies is took place in \nApril 2020 and thus did not make the cutofff for inclusion in FY2020.\nUnlabeled vendor size excluded."),
             width=6.5, height= 4, units="in",size=11,lineheight=1
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="vendorsize_vehicle.svg", VendorSizeVehicle+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies is took place in \nApril 2020 and thus did not make the cutofff for inclusion in FY2020\nUnlabeled vendor size excluded.."),
             width=6.5, height= 4, units="in",size=11,lineheight=1
             )

ggsave600dpi(path="..//Output//AcqTrends//",filename="vendorsize_awardtaskshare.svg", VendorSizeVehicleSumLine
+
  labs(caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies is took place in \nApril 2020 and thus did not make the cutofff for inclusion in FY2020.\nUnlabeled vendor size excluded."),
             width=6.5, height= 3.25, units="in",size=11,lineheight=1
             )


ggsave600dpi(path="..//Output//AcqTrends//",filename="vendorsize_awardtask.svg", VendorSizeVehicleSum
+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies is took place in \nApril 2020 and thus did not make the cutofff for inclusion in FY2020.\nUnlabeled vendor size excluded."),
             width=6.5, height= 3.25, units="in",size=11,lineheight=1
             )

write.csv(file="..//Output//AcqTrends//vendorsize_vehicle_current.csv",row.names = FALSE, na = "",
          def_data %>% group_by(Shiny.VendorSize,Vehicle.sum,Fiscal_Year)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
            arrange(Fiscal_Year)%>%
          pivot_wider(id_cols=c(Shiny.VendorSize,Vehicle.sum),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(Shiny.VendorSize,Vehicle.sum))

## `summarise()` has grouped output by 'Shiny.VendorSize', 'Vehicle.sum'. You can
## override using the `.groups` argument.

write.csv(file="..//Output//AcqTrends//vendorsize_AwardTask_current.csv",row.names = FALSE, na = "",
          def_data %>% group_by(Shiny.VendorSize,Vehicle.AwardTask,Fiscal_Year)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
            arrange(Fiscal_Year)%>%
          pivot_wider(id_cols=c(Shiny.VendorSize,Vehicle.AwardTask),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(Shiny.VendorSize,Vehicle.AwardTask))

## `summarise()` has grouped output by 'Shiny.VendorSize', 'Vehicle.AwardTask'.
## You can override using the `.groups` argument.

Vendor Size Commercial

(
ToplineVendor_line<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2 &  Fiscal_Year>=2000 & !is.na(SimpleArea) & SimpleArea!="Unlabeled"),
  chart_geom = "Line Chart",
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="Shiny.VendorSize", #color_var
  facet_var="AnyCommercial", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  share=TRUE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April of 2020\n and thus did not make the cutofff for inclusion in FY2020.")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## facet_var missing from labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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(
ToplineVendor_line<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2 &  Fiscal_Year>=2000 & !is.na(SimpleArea) & SimpleArea!="Unlabeled"),
  chart_geom = "Bar Chart",
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="AnyCommercial", #color_var
  facet_var="Shiny.VendorSize", #facet_var
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE,
  share=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April of 2020\n and thus did not make the cutofff for inclusion in FY2020.")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## color_var missing from labels_and_colors

## Warning in add_preassigned_scales(mainplot, labels_and_colors, var =
## color_var): AnyCommercial not found in labels_and_colors

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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Vendor Size Pricing

def_data$PricingUCA.1year<-as.character(def_data$PricingUCA.sum)
def_data$PricingUCA.1year[def_data$CurrentDurationIsYear=="<=1 year"]<-"<=1 Year (All Types)"



(
VendorSizePricing<-build_plot(
  data=def_data %>% filter(Fiscal_YQ<=2025.2 & Fiscal_Year>2000 & Shiny.VendorSize!="Unlabeled" &
                             PricingUCA.sum!="Unclear"),
  chart_geom = "Bar Chart",
  share = FALSE,
  labels_and_colors=def_lc,
  # NA, #VAR.ncol
  x_var="dFYear",alpha_var="YTD", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA.sum", #color_var
  facet_var="Shiny.VendorSize", #facet_var
  # second_var="CurrentDurationIsYear",
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+date_x_year_breaks(2000,2022,2)+#,partial_year=2024,partial_label="\nQ1")   
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
  theme(legend.position = "right")+
  labs(y="Obligations (Constant 2023 $s)",
       caption="Source: FPDS and CSIS analysis.\nNote: The merger of Raytheon and United Technologies took place in April 2020 and thus did not make the cutofff for inclusion in FY2020.")
)

## Scale for x is already present.
## Adding another scale for x, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database

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## Warning in grid.Call.graphics(C_text, as.graphicsAnnot(x$label), x$x, x$y, :
## font family not found in Windows font database

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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def_lc<-prepare_labels_and_colors(def_data,path=local_path)

## Warning: One or more parsing issues, call `problems()` on your data frame for details,
## e.g.:
##   dat <- vroom(...)
##   problems(dat)

## Rows: 929 Columns: 6
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (4): column, coloration.key, title, share.title
## lgl (2): period.title, is.colon.split
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.

(
VendorSizePricing20212022share<-build_plot(
  data=def_data %>% filter(Fiscal_Year %in% c(2021, 2022)& Shiny.VendorSize!="Unlabeled" & CurrentDurationIsYear!="Unlabeled"&
                             PricingUCA.sum!="Unclear"),
  chart_geom = "Bar Chart",
  share = TRUE,
  # NA, #VAR.ncol
  x_var="PricingUCA.1year", #x_var
  y_var="Action_Obligation_OMB25_GDP23", #VAR.y.variable
  color_var="PricingUCA.1year", #color_var
  facet_var="Shiny.VendorSize", #facet_var
  second_var="Fiscal_Year",
  labels_and_colors=def_lc,
  column_key=def_ck,
  format=TRUE,
  ytextposition=FALSE
)+coord_flip()+
  # theme(strip.text.y = element_text(angle=0))+
 # theme(axis.text.x = element_text(angle=90))+
 #    scale_y_continuous("Percent of Obligations", labels = scales::percent_format(accuracy=1))+
 #      facet_grid(.~Competition.sum ,scales="free_x", space="free_x"
 #             )+labs(title=NULL,
  # x="Fiscal Year",
  # y="Percent of Obligations",
  # color="Competition")+
    scale_y_continuous(breaks=c(0,0.2,0.4), labels=scales::percent)+
  theme(legend.position = "none",
        plot.caption = element_text(hjust = 0,face="plain"),
        axis.text.x=element_text(angle=0))+
    
  labs(y="Share of Obligations",
       x="Pricing Mechanism for Contracts\nPlanned to Last More Than a Year",
       caption="Note: Categories are mutully exclusive. Less than 0.1 percent of data is unlabeled and not shown.\nSource: FPDS and CSIS analysis.")
)

## Warning in format_data_for_plot(data = data, share = share, fy_var = x_var, :
## second_var missing from labels_and_colors

## Scale for y is already present.
## Adding another scale for y, which will replace the existing scale.

## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
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log_plot(plot=VendorSizePricing20212022share+
               facet_grid(Fiscal_Year~Shiny.VendorSize), df=def_data   ,x_var="Fiscal_Year",
                     filename="acq_fig8_1_vend_price",xlsx="DoD_Acq_Trends_Contracts.xlsx",
                     sheet="8-1 VendPrice",path="../output/AcqTrends/", height=3.5,
                     format=TRUE,excel_y_var=TRUE,excel_formulas=TRUE,
               var_list=c("Shiny.VendorSize","PricingUCA.1year"),
         output_doc_svg=TRUE
         )

ggsave600dpi(path="..//Output//AcqTrends//",filename="vendorsize_pricing.png", VendorSizePricing+
  labs(y="Obligations (Constant 2023 $s)",caption="Source: FPDS and CSIS analysis."),
             width=6, height= 5, units="in",size=12,lineheight=1
             )


write.csv(file="..//Output//AcqTrends//vendorsize_pricing_current.csv",row.names = FALSE, na = "",
          def_data %>% group_by(Shiny.VendorSize,PricingUCA.sum,Fiscal_Year)%>%
            filter(Fiscal_Year>=2000 & Fiscal_YQ<=2025.2)%>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
            arrange(Fiscal_Year)%>%
          pivot_wider(id_cols=c(Shiny.VendorSize,PricingUCA.sum),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(Shiny.VendorSize,PricingUCA.sum))

## `summarise()` has grouped output by 'Shiny.VendorSize', 'PricingUCA.sum'. You
## can override using the `.groups` argument.

write.csv(file="..//Output//AcqTrends//VendorSize_Pricing2021.csv",row.names = FALSE, na = "",
          def_data %>% group_by(Shiny.VendorSize,PricingUCA.1year,Fiscal_Year)%>%
            filter(Fiscal_Year>=2007 & Fiscal_YQ<=2025.2) %>%
            dplyr::summarize(Action_Obligation_Then_Year=sum(Action_Obligation_Then_Year,na.rm=TRUE))%>%
            arrange(Fiscal_Year)%>%
          pivot_wider(id_cols=c(Shiny.VendorSize,PricingUCA.1year),
                      names_from=Fiscal_Year,values_from=Action_Obligation_Then_Year)%>%
            arrange(Shiny.VendorSize,PricingUCA.1year))

## `summarise()` has grouped output by 'Shiny.VendorSize', 'PricingUCA.1year'. You
## can override using the `.groups` argument.